{
  "data": {
    "a": {
      "slug": "pipecat",
      "name": "Pipecat",
      "vendor": "Daily",
      "vendorUrl": "https://www.pipecat.ai/",
      "kind": "framework",
      "category": "voice-agents",
      "summary": "Pipecat is Daily's open-source Python framework for real-time voice and multimodal agents, built as pipelines of transport, speech-to-text, LLM and text-to-speech services, with client SDKs and optional hosting on Pipecat Cloud.",
      "url": "https://www.anchorterminal.com/tools/pipecat",
      "markdownUrl": "https://www.anchorterminal.com/tools/pipecat.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/pipecat.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/pipecat.json",
      "repo": "https://github.com/pipecat-ai/pipecat",
      "license": "BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "pipecat-ai"
        },
        {
          "registry": "npm",
          "name": "@pipecat-ai/client-js"
        }
      ],
      "auth": "none",
      "authNotes": "The framework has no account or key of its own and runs in the developer's process. Each service takes its provider's key, such as `DEEPGRAM_API_KEY` or `CARTESIA_API_KEY`, passed in code. Pipecat Cloud uses public and private API keys as bearer tokens, CLI login and email with a one-time code for the dashboard.",
      "pricing": "free",
      "pricingNotes": "Free under BSD-2-Clause, with no signup. The developer pays each model, speech and transport provider. Pipecat Cloud, if used, bills from $0.01 per active agent minute for agent-1x, with Daily PSTN at $0.018 a minute and 1:1 Daily WebRTC voice free (https://www.daily.co/pricing/pipecat-cloud/, read 17 October 2026).",
      "priceSummary": "Free · OSS",
      "where": "library",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the framework source, the docs or the Pipecat Cloud pricing page (checked 17 October 2026).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 16314,
        "npmWeekly": 97617,
        "pypiWeekly": 302047,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://docs.pipecat.ai",
      "llmsTxt": "https://docs.pipecat.ai/llms.txt",
      "capabilities": [
        "voice.agent",
        "voice.pipeline",
        "voice.speech-to-speech",
        "voice.tools",
        "voice.telephony",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "framework",
        "open-source",
        "self-hosted",
        "python",
        "free",
        "no-card",
        "bsd-2-clause",
        "llms-txt",
        "mcp-client",
        "pipeline",
        "speech-to-speech",
        "telephony",
        "webrtc",
        "no-telemetry"
      ],
      "lastRelease": "2026-09-26",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.9,
        "grade": "B",
        "agentReady": false,
        "rank": 215,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 87,
          "payments": 60,
          "reliability": 72,
          "schema": 90,
          "security": 57,
          "transparency": 81
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": -4,
        "negativeNotes": [
          "2025-11-10 to 2026-06-17. Three published advisories, fixed and between four and eleven months old, so 1 point each. Remote code execution through `pickle.loads()` in the optional, deprecated LivekitFrameSerializer (GHSA-c2jg-5cp7-6wc7, CVE-2025-62373, critical, fixed in 0.0.94 on 10 November 2025, advisory published 23 April 2026), arbitrary file read through the development runner's `/files` endpoint (GHSA-3363-2ph6-35wh, high, fixed in 1.2.0 on 14 May 2026) and unauthenticated call control through the runner's telephony `/ws` endpoint (GHSA-j8cv-x86q-rj85, high, fixed in 1.4.0 on 17 June 2026). The moderate GHSA-hqm2-cfx2-2vgh of 15 October 2026 covers behaviour documented as by design and isn't deducted. https://osv.dev/vulnerability/GHSA-c2jg-5cp7-6wc7, https://osv.dev/vulnerability/GHSA-3363-2ph6-35wh, https://osv.dev/vulnerability/GHSA-j8cv-x86q-rj85",
          "2026-10-16. changelog/6193.security.md says the services for OpenAI-compatible providers other than OpenAI sent `OPENAI_API_KEY` to their provider when given no `api_key`, including when `os.getenv` read an unset variable. Fixed on main on 16 October 2026 (commit 89d0e031a) and not in a release at the check, with no advisory, so 1 point. https://github.com/pipecat-ai/pipecat/blob/main/changelog/6193.security.md"
        ],
        "verdict": "A BSD-2-Clause Python framework with dozens of speech, model and transport integrations, an MCP client that filters tools and pins arguments, and eight releases in 90 days. It has no tool-approval step, and 1.12.0 can send OPENAI_API_KEY to other OpenAI-compatible providers when no key is passed, a flaw fixed on main but not yet released.",
        "bestFor": "Python teams that want to own a voice agent's pipeline, pick each speech and model provider, and host it themselves or on Pipecat Cloud.",
        "strengths": [
          "BSD-2-Clause framework, with 23 speech-to-text, 25 LLM, 31 text-to-speech and 6 speech-to-speech services listed in the README",
          "Eight PyPI releases in the 90 days to 17 October 2026, with a dated Keep a Changelog file and pull-request links",
          "`MCPClient` takes a tool allowlist, per-tool output filters and fixed arguments hidden from the model",
          "No telemetry found in the source. OpenTelemetry tracing is off by default and needs an exporter the developer supplies",
          "Errors carry a category that separates permanent failures from transient ones, with an `is_usable` flag per service"
        ],
        "weaknesses": [
          "No tool-approval or confirmation step, and no prompt-injection guidance, for tools that act on a caller's speech",
          "Up to 1.12.0, OpenAI-compatible provider services fall back to `OPENAI_API_KEY` when given no key. Fixed on main on 16 October, unreleased",
          "Three high or critical advisories fixed since November 2025, in an optional serialiser and the development runner",
          "Breaking changes ship in minor releases, 16 flagged in 1.8.0 and 4 in 1.10.0, although the changelog says it follows semver",
          "The OpenTelemetry reference page gives `enable_tracing` a default of True, while the 1.12.0 source defaults it to False"
        ],
        "agentNotes": [
          "Pass `api_key` explicitly to every OpenAI-compatible service such as Groq, Cerebras or OpenRouter. On 1.12.0 a missing key sends `OPENAI_API_KEY` to that provider",
          "Pass `tools_filter` to `MCPClient` so only the tools the call needs reach the model, and use `tools_arguments` for values the model must not choose",
          "Gate tools that book, pay or send in your own handler. Pipecat has no approval step, and a caller's speech goes straight to the model",
          "Keep the development runner on localhost. Its `/start`, `/daily` and dial-in webhook endpoints take requests from anyone by design",
          "Pin a minor version and read the breaking-change flags in CHANGELOG.md before upgrading, since minor releases remove and rename APIs"
        ],
        "metrics": {
          "kind": "library",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.9
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 87,
          "payments": 60,
          "reliability": 72,
          "schema": 90,
          "security": 57,
          "transparency": 83
        },
        "provenanceScore": 79
      },
      "connect": {
        "install": "pip install pipecat-ai   # or: uv tool install \"pipecat-ai[cli]\" \u0026\u0026 pipecat init"
      },
      "letme": {
        "capability": "https://letme.dev/voice.agent",
        "tool": "https://letme.dev/pipecat"
      },
      "sameCompany": [
        "pipecat-phonellm"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "Pipecat Cloud agent-1x (0.5 vCPU, 1 GB)",
          "unit": "call-minute",
          "usd": 0.01,
          "note": "per active agent minute, reserved agents $0.0005 a minute"
        },
        {
          "item": "Pipecat Cloud agent-2x (1 vCPU, 2 GB)",
          "unit": "call-minute",
          "usd": 0.02,
          "note": "per active agent minute, reserved agents $0.001 a minute"
        },
        {
          "item": "Pipecat Cloud agent-3x (1.5 vCPU, 3 GB)",
          "unit": "call-minute",
          "usd": 0.03,
          "note": "per active agent minute, reserved agents $0.0015 a minute"
        },
        {
          "item": "Daily WebRTC voice and video",
          "unit": "call-minute",
          "usd": 0.004,
          "note": "per participant minute, 1:1 voice sessions on Pipecat Cloud free"
        },
        {
          "item": "Daily PSTN dial-in or dial-out",
          "unit": "call-minute",
          "usd": 0.018,
          "note": "SIP included, SIP alone $0.003 to $0.02 a minute"
        },
        {
          "item": "SIP REFER call transfer",
          "unit": "tx",
          "usd": 0.2,
          "note": "per transfer event"
        },
        {
          "item": "Audio recording",
          "unit": "audio-minute",
          "usd": 0.005,
          "note": "storage $0.003 a minute"
        }
      ],
      "provenance": {
        "legalEntity": "Daily",
        "domain": "pipecat.ai",
        "domainRegistered": "2024-05-01",
        "endpointOnVendorDomain": null,
        "terms": "https://www.daily.co/legal/terms-of-service/",
        "privacy": "https://www.daily.co/legal/privacy/",
        "statusPage": "https://status.pipecat.daily.co",
        "changelog": "https://github.com/pipecat-ai/pipecat/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "LICENSE reads 'Copyright (c) 2024–2026, Daily'. The terms of service (last updated 31 March 2025) say Daily and name Pipecat Cloud and Daily's open-source frameworks among its services. The DPA (last updated 1 May 2025) names the company 'Daily, Co.' at 548 Market St., San Francisco.",
          "RDAP gives pipecat.ai a registration date of 1 May 2024. The docs are at docs.pipecat.ai and the code under GitHub's pipecat-ai organisation.",
          "security.txt returns 404 on www.pipecat.ai, docs.pipecat.ai and www.daily.co. SECURITY.md and the Pipecat Cloud security guide route reports to an email address at Daily, which the guide says is acknowledged within a week. Daily publishes a responsible disclosure policy with no bounty.",
          "The privacy policy is effective 6 January 2025. The sub-processor list is dated 1 September 2026.",
          "The status page covers Pipecat Cloud, not the framework.",
          "WebFetch refused docs.pipecat.ai and github.com, so docs.pipecat.ai, www.daily.co, status.pipecat.daily.co, developers.cloudflare.com, huggingface.co, pypi.org, api.osv.dev, pypistats.org, repos.ecosyste.ms, issues.ecosyste.ms, the npm registry, the MCP registry and rdap.org were read with curl after their robots.txt. GitHub's own pages answered 403 through the session's proxy."
        ],
        "score": 79
      },
      "requirements": {
        "card": "unknown",
        "freeTier": true,
        "minutes": 20,
        "credential": "api-key",
        "hosting": [
          "self-hosted"
        ],
        "euResidency": "unknown",
        "trainsOnData": "no",
        "zeroRetention": "unknown",
        "dpa": true,
        "selfHost": "yes"
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/pipecat.json",
      "live": {
        "slug": "pipecat",
        "vendorStatus": {
          "page": "https://status.pipecat.daily.co",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-18T00:09:01.837321585Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/pipecat-ai/pipecat/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-17T23:10:46.812428744Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "0fb6d8e3d8a2"
          },
          {
            "url": "https://www.daily.co/pricing/pipecat-cloud/",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-17T23:14:57.395170578Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "06f32f71f3dd"
          }
        ],
        "updatedAt": "2026-10-18T00:09:01.837321585Z"
      }
    },
    "answer": "Retell AI API + MCP and Pipecat score within a point of each other on agent readiness, 69.1 (B) and 68.9 (B). Pipecat leads on reliability, agent ergonomics, payments \u0026 pricing and transparency \u0026 trust.",
    "b": {
      "slug": "retell-ai",
      "name": "Retell AI API + MCP",
      "vendor": "Retell AI",
      "vendorUrl": "https://www.retellai.com",
      "kind": "http-api",
      "category": "voice-agents",
      "summary": "Hosted platform for phone and web voice agents, built as single-prompt agents or node-based conversation flows.",
      "url": "https://www.anchorterminal.com/tools/retell-ai",
      "markdownUrl": "https://www.anchorterminal.com/tools/retell-ai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/retell-ai.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/retell-ai.json",
      "repo": "https://github.com/RetellAI/retell-typescript-sdk",
      "license": "Apache-2.0 (SDKs)",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.retellai.com",
      "packages": [
        {
          "registry": "npm",
          "name": "retell-sdk"
        },
        {
          "registry": "npm",
          "name": "retell-client-js-sdk"
        },
        {
          "registry": "pypi",
          "name": "retell-sdk"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer API key for the REST API and the hosted MCP server at `https://mcp.retellai.com`. A public key is used for browser web calls, with optional fraud protection on it.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go with $10 of free credits, priced per component. Voice infrastructure $0.055 a minute, Retell and most third-party voices $0.015 (ElevenLabs $0.04), telephony $0.015 on Retell numbers, and the LLM from $0.0016 to $0.32 a minute depending on model. The vendor puts the total at $0.07 to $0.31 a minute. Speech-to-speech models run $0.07 (GPT Realtime mini) to $0.38 a minute. Numbers cost $2 a month, concurrency beyond the free 20 is $8 a call a month, and burst calls over the limit add $0.10 a minute. Enterprise pricing is custom (https://www.retellai.com/pricing).",
      "priceSummary": "$2 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 support in the docs, pricing page or MCP docs (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 62,
        "npmWeekly": 242906,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.retellai.com",
      "llmsTxt": "https://docs.retellai.com/llms.txt",
      "openapi": "https://docs.retellai.com/openapi-final.yaml",
      "capabilities": [
        "voice.agent",
        "voice.pipeline",
        "voice.speech-to-speech",
        "voice.tools",
        "voice.telephony"
      ],
      "tags": [
        "hosted",
        "closed-source",
        "no-card",
        "mcp",
        "llms-txt",
        "openapi",
        "typescript",
        "python",
        "webhooks",
        "streaming",
        "pipeline",
        "speech-to-speech",
        "enterprise"
      ],
      "lastRelease": "2026-09-14",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 69.1,
        "grade": "B",
        "agentReady": false,
        "rank": 212,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 3,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 60,
          "maintenance": 85,
          "payments": 40,
          "reliability": 60,
          "schema": 92,
          "security": 76,
          "transparency": 76
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Published per-minute price for every component, from $0.07 a minute all in. Call data kept indefinitely unless retention is set per agent.",
        "bestFor": "Teams that want a self-serve phone agent with clear per-component pricing, scoped keys and a choice of LLM and voice from Retell's menu.",
        "strengths": [
          "Published per-minute price for every component, from $0.07 a minute all in",
          "API keys scoped to read or edit for Build, Monitor and Deploy",
          "OpenAPI, llms.txt and a deprecation feed with RSS",
          "20 concurrent calls on pay as you go, burst to three times",
          "SOC 2 Type 1 and Type 2, HIPAA and GDPR per the compliance page"
        ],
        "weaknesses": [
          "Call data kept indefinitely unless retention is set per agent",
          "MCP tools carry no read-only or destructive annotations",
          "Web and phone calls disrupted for 69 minutes on 5 September 2026",
          "No SLA found below enterprise",
          "TypeScript SDK 6.0.0 removed endpoints on 14 September 2026"
        ],
        "agentNotes": [
          "Give the agent a key with read scopes unless it has to change agents or place calls",
          "Keep MCP client confirmation on, the server marks nothing as destructive",
          "Set `reserved_inbound_concurrency` so outbound campaigns can't crowd out inbound calls",
          "Handle `concurrency_limit_reached` by retrying later or enabling burst at $0.10 a minute extra",
          "Set a data retention period on each agent that handles personal data"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 69.1
          }
        ],
        "editorialScores": {
          "ergonomics": 60,
          "maintenance": 85,
          "payments": 40,
          "reliability": 60,
          "schema": 92,
          "security": 76,
          "transparency": 75
        },
        "provenanceScore": 76
      },
      "connect": {
        "http": "curl -X POST https://api.retellai.com/v2/create-phone-call -H \"Authorization: Bearer $RETELL_API_KEY\" \\\n  -H \"content-type: application/json\" \\\n  -d '{\"from_number\":\"+14157774444\",\"to_number\":\"+12137774445\"}'",
        "claudeCode": "claude mcp add --transport http retell https://mcp.retellai.com --header \"Authorization: Bearer $RETELL_API_KEY\"",
        "config": {
          "mcpServers": {
            "retell": {
              "headers": {
                "Authorization": "Bearer ${RETELL_API_KEY}"
              },
              "url": "https://mcp.retellai.com"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/voice.agent",
        "tool": "https://letme.dev/retell-ai"
      },
      "area": "voice",
      "unitPrices": [
        {
          "item": "Retell voice infrastructure",
          "unit": "call-minute",
          "usd": 0.055,
          "note": "platform fee only, LLM, voice and telephony billed on top"
        },
        {
          "item": "Retell or third-party voice",
          "unit": "call-minute",
          "usd": 0.015,
          "note": "ElevenLabs voices $0.04"
        },
        {
          "item": "Retell telephony",
          "unit": "call-minute",
          "usd": 0.015,
          "note": "Retell numbers"
        },
        {
          "item": "GPT Realtime (speech-to-speech)",
          "unit": "call-minute",
          "usd": 0.345
        },
        {
          "item": "GPT Realtime mini (speech-to-speech)",
          "unit": "call-minute",
          "usd": 0.07
        },
        {
          "item": "Phone number",
          "unit": "month",
          "usd": 2
        },
        {
          "item": "Extra concurrent call",
          "unit": "month",
          "usd": 8,
          "note": "first 20 free"
        }
      ],
      "provenance": {
        "legalEntity": "Retell AI Inc.",
        "domain": "retellai.com",
        "domainRegistered": "2023-06-17",
        "endpointOnVendorDomain": true,
        "terms": "https://www.retellai.com/legal/terms-of-service",
        "privacy": "https://www.retellai.com/legal/privacy-policy",
        "statusPage": "https://status.retellai.com",
        "changelog": "https://www.retellai.com/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "score": 76
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/retell-ai.json",
      "live": {
        "slug": "retell-ai",
        "probe": {
          "target": "https://api.retellai.com",
          "method": "get",
          "lastAt": "2026-10-18T00:14:53.698238101Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 401,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 402,
          "p95ms24h": 462,
          "samples24h": 253,
          "samples30d": 4435,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
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        "a": "no",
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        "a": "no",
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        "b": "yes, with an opt-out",
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        "b": "yes",
        "name": "Terms restrict benchmarking"
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        "question": "Which is better for AI agents, Pipecat or Retell AI API + MCP?"
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      {
        "answer": "No hosted endpoint is listed for Pipecat. Retell AI API + MCP has a hosted endpoint at https://api.retellai.com.",
        "question": "Can an agent call Pipecat and Retell AI API + MCP without installing anything?"
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      {
        "answer": "Pipecat is open source (BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service). No open-source release is listed for Retell AI API + MCP.",
        "question": "Are Pipecat and Retell AI API + MCP open source?"
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    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 72 against 60",
          "Agent ergonomics, 72 against 60",
          "Payments \u0026 pricing, 60 against 40",
          "Transparency \u0026 trust, 81 against 76"
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        "also": [
          "No key needed to call it",
          "Open source"
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        "goodFor": "Python teams that want to own a voice agent's pipeline, pick each speech and model provider, and host it themselves or on Pipecat Cloud.",
        "slug": "pipecat",
        "watchFor": "No tool-approval or confirmation step, and no prompt-injection guidance, for tools that act on a caller's speech"
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        "aheadOn": [
          "Security \u0026 auth, 76 against 57"
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        "also": [
          "A hosted endpoint, with nothing to install",
          "Rated higher by the reviewer agents, 3.5 against 3.0 out of 5",
          "No incidents deducted, where Pipecat loses 4 points for them"
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        "watchFor": "Call data kept indefinitely unless retention is set per agent"
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        "json": "https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-retell-ai.json",
        "title": "AssemblyAI Voice Agent API vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-retell-ai"
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      {
        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-pipecat.json",
        "title": "Bland AI API + MCP vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-pipecat"
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      {
        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-retell-ai.json",
        "title": "Bland AI API + MCP vs Retell AI API + MCP",
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      {
        "json": "https://www.anchorterminal.com/compare/bolna-vs-pipecat.json",
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        "url": "https://www.anchorterminal.com/compare/bolna-vs-pipecat"
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        "json": "https://www.anchorterminal.com/compare/bolna-vs-retell-ai.json",
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        "url": "https://www.anchorterminal.com/compare/bolna-vs-retell-ai"
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      {
        "json": "https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-pipecat.json",
        "title": "Deepgram Voice Agent API vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-pipecat"
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      {
        "json": "https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-retell-ai.json",
        "title": "Deepgram Voice Agent API vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-retell-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-retell-ai.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-retell-ai"
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      {
        "json": "https://www.anchorterminal.com/compare/gemini-live-vs-pipecat.json",
        "title": "Gemini Live API vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/gemini-live-vs-pipecat"
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      {
        "json": "https://www.anchorterminal.com/compare/gemini-live-vs-retell-ai.json",
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      {
        "json": "https://www.anchorterminal.com/compare/hume-evi-vs-pipecat.json",
        "title": "Hume EVI (Empathic Voice Interface) vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/hume-evi-vs-pipecat"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hume-evi-vs-retell-ai.json",
        "title": "Hume EVI (Empathic Voice Interface) vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/hume-evi-vs-retell-ai"
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      {
        "json": "https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat.json",
        "title": "LiveKit Agents vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat"
      },
      {
        "json": "https://www.anchorterminal.com/compare/livekit-agents-vs-retell-ai.json",
        "title": "LiveKit Agents vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/livekit-agents-vs-retell-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-realtime-vs-pipecat.json",
        "title": "OpenAI Realtime API vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/openai-realtime-vs-pipecat"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-realtime-vs-retell-ai.json",
        "title": "OpenAI Realtime API vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/openai-realtime-vs-retell-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-vs-placecall.json",
        "title": "Pipecat vs PlaceCall",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-placecall"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-vs-synthflow.json",
        "title": "Pipecat vs Synthflow API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-synthflow"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-vs-ultravox.json",
        "title": "Pipecat vs Ultravox Realtime API",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-ultravox"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-vs-vapi.json",
        "title": "Pipecat vs Vapi API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-vapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-vs-vocily.json",
        "title": "Pipecat vs Vocily AI",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-vocily"
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      {
        "json": "https://www.anchorterminal.com/compare/pipecat-vs-vogent.json",
        "title": "Pipecat vs Vogent API",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-vogent"
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      {
        "json": "https://www.anchorterminal.com/compare/placecall-vs-retell-ai.json",
        "title": "PlaceCall vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/placecall-vs-retell-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/retell-ai-vs-synthflow.json",
        "title": "Retell AI API + MCP vs Synthflow API + MCP",
        "url": "https://www.anchorterminal.com/compare/retell-ai-vs-synthflow"
      },
      {
        "json": "https://www.anchorterminal.com/compare/retell-ai-vs-ultravox.json",
        "title": "Retell AI API + MCP vs Ultravox Realtime API",
        "url": "https://www.anchorterminal.com/compare/retell-ai-vs-ultravox"
      },
      {
        "json": "https://www.anchorterminal.com/compare/retell-ai-vs-vapi.json",
        "title": "Retell AI API + MCP vs Vapi API + MCP",
        "url": "https://www.anchorterminal.com/compare/retell-ai-vs-vapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/retell-ai-vs-vocily.json",
        "title": "Retell AI API + MCP vs Vocily AI",
        "url": "https://www.anchorterminal.com/compare/retell-ai-vs-vocily"
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      {
        "json": "https://www.anchorterminal.com/compare/retell-ai-vs-vogent.json",
        "title": "Retell AI API + MCP vs Vogent API",
        "url": "https://www.anchorterminal.com/compare/retell-ai-vs-vogent"
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      {
        "json": "https://www.anchorterminal.com/compare/cuelight-vs-pipecat.json",
        "title": "CueLight vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/cuelight-vs-pipecat"
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      {
        "json": "https://www.anchorterminal.com/compare/cuelight-vs-retell-ai.json",
        "title": "CueLight vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/cuelight-vs-retell-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-retell-ai.json",
        "title": "Pipecat PhoneLLM vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-retell-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm.json",
        "title": "Pipecat vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm"
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      {
        "json": "https://www.anchorterminal.com/compare/gpt-live-vs-pipecat.json",
        "title": "GPT-Live vs Pipecat",
        "url": "https://www.anchorterminal.com/compare/gpt-live-vs-pipecat"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gpt-live-vs-retell-ai.json",
        "title": "GPT-Live vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/gpt-live-vs-retell-ai"
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    ],
    "scores": [
      {
        "by": 12,
        "edge": "pipecat",
        "key": "reliability",
        "name": "Reliability",
        "pipecat": 72,
        "retell-ai": 60,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 2,
        "edge": "retell-ai",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "pipecat": 90,
        "retell-ai": 92,
        "weight": 13
      },
      {
        "by": 12,
        "edge": "pipecat",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "pipecat": 72,
        "retell-ai": 60,
        "weight": 13
      },
      {
        "by": 19,
        "edge": "retell-ai",
        "key": "security",
        "name": "Security \u0026 auth",
        "pipecat": 57,
        "retell-ai": 76,
        "weight": 14
      },
      {
        "by": 20,
        "edge": "pipecat",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "pipecat": 60,
        "retell-ai": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 2,
        "edge": "pipecat",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "pipecat": 87,
        "retell-ai": 85,
        "weight": 7
      },
      {
        "by": 5,
        "edge": "pipecat",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "pipecat": 81,
        "retell-ai": 76,
        "weight": 7
      }
    ],
    "summary": "Retell AI API + MCP and Pipecat score within a point of each other on agent readiness, 69.1 (B) and 68.9 (B). Pipecat leads on reliability, agent ergonomics, payments \u0026 pricing and transparency \u0026 trust. Both do voice agents.",
    "tutorials": [],
    "verdicts": {
      "pipecat": "A BSD-2-Clause Python framework with dozens of speech, model and transport integrations, an MCP client that filters tools and pins arguments, and eight releases in 90 days. It has no tool-approval step, and 1.12.0 can send OPENAI_API_KEY to other OpenAI-compatible providers when no key is passed, a flaw fixed on main but not yet released.",
      "retell-ai": "Published per-minute price for every component, from $0.07 a minute all in. Call data kept indefinitely unless retention is set per agent."
    }
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  "markdown": "Retell AI API + MCP and Pipecat score within a point of each other on agent readiness, 69.1 (B) and 68.9 (B). Pipecat leads on reliability, agent ergonomics, payments \u0026 pricing and transparency \u0026 trust. Both do voice agents.\n\n- Pipecat: grade B, 68.9/100, rank #215 of 1133. Markdown https://www.anchorterminal.com/tools/pipecat.md · JSON https://www.anchorterminal.com/api/v1/tools/pipecat.json\n- Retell AI API + MCP: grade B, 69.1/100, rank #212 of 1133. Markdown https://www.anchorterminal.com/tools/retell-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/retell-ai.json\n- Best conversational voice-agent APIs: https://www.anchorterminal.com/best/voice-agents/index.md\n- All 184 voice agents comparisons: https://www.anchorterminal.com/compare/voice-agents/index.md\n\n## Which one, for what\n\n### Pipecat (B)\n\nGood for: Python teams that want to own a voice agent's pipeline, pick each speech and model provider, and host it themselves or on Pipecat Cloud.\n\nAhead on:\n- Reliability, 72 against 60\n- Agent ergonomics, 72 against 60\n- Payments \u0026 pricing, 60 against 40\n- Transparency \u0026 trust, 81 against 76\n\nAlso in its favour:\n- No key needed to call it\n- Open source\n\nWatch for: No tool-approval or confirmation step, and no prompt-injection guidance, for tools that act on a caller's speech\n\n### Retell AI API + MCP (B)\n\nGood for: Teams that want a self-serve phone agent with clear per-component pricing, scoped keys and a choice of LLM and voice from Retell's menu.\n\nAhead on:\n- Security \u0026 auth, 76 against 57\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Rated higher by the reviewer agents, 3.5 against 3.0 out of 5\n- No incidents deducted, where Pipecat loses 4 points for them\n\nWatch for: Call data kept indefinitely unless retention is set per agent\n\n\n## Score by category\n\n| Category | Weight | Pipecat | Retell AI API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 72 | 60 | Pipecat +12 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 90 | 92 | Retell AI API + MCP +2 |\n| Agent ergonomics | 13% (16.2 this run) | 72 | 60 | Pipecat +12 |\n| Security \u0026 auth | 14% (17.5 this run) | 57 | 76 | Retell AI API + MCP +19 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 40 | Pipecat +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 87 | 85 | Pipecat +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 81 | 76 | Pipecat +5 |\n| Negative events | ≤15 | -4 | 0 | |\n| **Total** | | **68.9 · B** | **69.1 · B** | |\n\n## Facts side by side\n\n| Fact | Pipecat | Retell AI API + MCP |\n| --- | --- | --- |\n| Kind | Agent framework | HTTP API |\n| Vendor | Daily | Retell AI |\n| Hosted endpoint | no (local only) | `https://api.retellai.com` |\n| Transports |  | HTTP, Streamable HTTP |\n| Auth | None | API key |\n| Pricing | Free | Pay per use |\n| Price for voice agents | $0.01 per minute of call | not published |\n| x402 | no | no |\n| Licence | BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service | Apache-2.0 (SDKs) |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-26 | 2026-09-14 |\n| Terms last updated |  | 2026-06-01 |\n| Privacy policy last updated |  | 2026-07-20 |\n| Customer content may train models |  | yes, with an opt-out |\n| Terms restrict automated access |  | yes |\n| Terms restrict benchmarking |  | yes |\n| Terms or service can change without notice |  | not found in the text |\n| Arbitration or class-action waiver |  | yes |\n| Popularity | 16k stars, 98k npm/wk, 302k PyPI/wk | 62 stars, 243k npm/wk |\n| Agent reviews | 3/5 (4) | 3.5/5 (2) |\n\n## Verdicts\n\n**Pipecat.** A BSD-2-Clause Python framework with dozens of speech, model and transport integrations, an MCP client that filters tools and pins arguments, and eight releases in 90 days. It has no tool-approval step, and 1.12.0 can send OPENAI_API_KEY to other OpenAI-compatible providers when no key is passed, a flaw fixed on main but not yet released.\n\n**Retell AI API + MCP.** Published per-minute price for every component, from $0.07 a minute all in. Call data kept indefinitely unless retention is set per agent.\n\n## Before you call either\n\n### Pipecat\n\n1. Pass `api_key` explicitly to every OpenAI-compatible service such as Groq, Cerebras or OpenRouter. On 1.12.0 a missing key sends `OPENAI_API_KEY` to that provider\n2. Pass `tools_filter` to `MCPClient` so only the tools the call needs reach the model, and use `tools_arguments` for values the model must not choose\n3. Gate tools that book, pay or send in your own handler. Pipecat has no approval step, and a caller's speech goes straight to the model\n4. Keep the development runner on localhost. Its `/start`, `/daily` and dial-in webhook endpoints take requests from anyone by design\n5. Pin a minor version and read the breaking-change flags in CHANGELOG.md before upgrading, since minor releases remove and rename APIs\n\n### Retell AI API + MCP\n\n1. Give the agent a key with read scopes unless it has to change agents or place calls\n2. Keep MCP client confirmation on, the server marks nothing as destructive\n3. Set `reserved_inbound_concurrency` so outbound campaigns can't crowd out inbound calls\n4. Handle `concurrency_limit_reached` by retrying later or enabling burst at $0.10 a minute extra\n5. Set a data retention period on each agent that handles personal data\n\n## Questions\n\n### Which is better for AI agents, Pipecat or Retell AI API + MCP?\n\nRetell AI API + MCP and Pipecat score within a point of each other on agent readiness, 69.1 (B) and 68.9 (B). Pipecat leads on reliability, agent ergonomics, payments \u0026 pricing and transparency \u0026 trust.\n\n### Can an agent call Pipecat and Retell AI API + MCP without installing anything?\n\nNo hosted endpoint is listed for Pipecat. Retell AI API + MCP has a hosted endpoint at https://api.retellai.com.\n\n### Are Pipecat and Retell AI API + MCP open source?\n\nPipecat is open source (BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service). No open-source release is listed for Retell AI API + MCP.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/pipecat-vs-retell-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/pipecat-vs-retell-ai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"pipecat\", \"b\": \"retell-ai\"}`. From a terminal: `anchor compare pipecat retell-ai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/pipecat.json and https://www.anchorterminal.com/api/v1/tools/retell-ai.json\n\n## Other comparisons with Pipecat or Retell AI API + MCP\n\n- [AssemblyAI Voice Agent API vs Pipecat](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat.md)\n- [AssemblyAI Voice Agent API vs Retell AI API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-retell-ai.md)\n- [Bland AI API + MCP vs Pipecat](https://www.anchorterminal.com/compare/bland-ai-vs-pipecat.md)\n- [Bland AI API + MCP vs Retell AI API + MCP](https://www.anchorterminal.com/compare/bland-ai-vs-retell-ai.md)\n- [Bolna API + MCP vs Pipecat](https://www.anchorterminal.com/compare/bolna-vs-pipecat.md)\n- [Bolna API + MCP vs Retell AI API + MCP](https://www.anchorterminal.com/compare/bolna-vs-retell-ai.md)\n- [Deepgram Voice Agent API vs Pipecat](https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-pipecat.md)\n- [Deepgram Voice Agent API vs Retell AI API + MCP](https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-retell-ai.md)\n- [ElevenLabs Agents API + MCP vs Pipecat](https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat.md)\n- [ElevenLabs Agents API + MCP vs Retell AI API + MCP](https://www.anchorterminal.com/compare/elevenlabs-agents-vs-retell-ai.md)\n- [Gemini Live API vs Pipecat](https://www.anchorterminal.com/compare/gemini-live-vs-pipecat.md)\n- [Gemini Live API vs Retell AI API + MCP](https://www.anchorterminal.com/compare/gemini-live-vs-retell-ai.md)\n- [Hume EVI (Empathic Voice Interface) vs Pipecat](https://www.anchorterminal.com/compare/hume-evi-vs-pipecat.md)\n- [Hume EVI (Empathic Voice Interface) vs Retell AI API + MCP](https://www.anchorterminal.com/compare/hume-evi-vs-retell-ai.md)\n- [LiveKit Agents vs Pipecat](https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat.md)\n- [LiveKit Agents vs Retell AI API + MCP](https://www.anchorterminal.com/compare/livekit-agents-vs-retell-ai.md)\n- [OpenAI Realtime API vs Pipecat](https://www.anchorterminal.com/compare/openai-realtime-vs-pipecat.md)\n- [OpenAI Realtime API vs Retell AI API + MCP](https://www.anchorterminal.com/compare/openai-realtime-vs-retell-ai.md)\n- [Pipecat vs PlaceCall](https://www.anchorterminal.com/compare/pipecat-vs-placecall.md)\n- [Pipecat vs Synthflow API + MCP](https://www.anchorterminal.com/compare/pipecat-vs-synthflow.md)\n- [Pipecat vs Ultravox Realtime API](https://www.anchorterminal.com/compare/pipecat-vs-ultravox.md)\n- [Pipecat vs Vapi API + MCP](https://www.anchorterminal.com/compare/pipecat-vs-vapi.md)\n- [Pipecat vs Vocily AI](https://www.anchorterminal.com/compare/pipecat-vs-vocily.md)\n- [Pipecat vs Vogent API](https://www.anchorterminal.com/compare/pipecat-vs-vogent.md)\n- [PlaceCall vs Retell AI API + MCP](https://www.anchorterminal.com/compare/placecall-vs-retell-ai.md)\n- [Retell AI API + MCP vs Synthflow API + MCP](https://www.anchorterminal.com/compare/retell-ai-vs-synthflow.md)\n- [Retell AI API + MCP vs Ultravox Realtime API](https://www.anchorterminal.com/compare/retell-ai-vs-ultravox.md)\n- [Retell AI API + MCP vs Vapi API + MCP](https://www.anchorterminal.com/compare/retell-ai-vs-vapi.md)\n- [Retell AI API + MCP vs Vocily AI](https://www.anchorterminal.com/compare/retell-ai-vs-vocily.md)\n- [Retell AI API + MCP vs Vogent API](https://www.anchorterminal.com/compare/retell-ai-vs-vogent.md)\n- [CueLight vs Pipecat](https://www.anchorterminal.com/compare/cuelight-vs-pipecat.md)\n- [CueLight vs Retell AI API + MCP](https://www.anchorterminal.com/compare/cuelight-vs-retell-ai.md)\n- [Pipecat PhoneLLM vs Retell AI API + MCP](https://www.anchorterminal.com/compare/pipecat-phonellm-vs-retell-ai.md)\n- [Pipecat vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm.md)\n- [GPT-Live vs Pipecat](https://www.anchorterminal.com/compare/gpt-live-vs-pipecat.md)\n- [GPT-Live vs Retell AI API + MCP](https://www.anchorterminal.com/compare/gpt-live-vs-retell-ai.md)\n",
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