{ "data": { "a": { "slug": "galileo", "name": "Galileo API + MCP", "vendor": "Galileo (now Splunk Agent Observability, Cisco)", "vendorUrl": "https://galileo.ai", "kind": "http-api", "category": "agent-observability", "summary": "Hosted tracing, evaluation metrics and guardrails for LLM apps and agents, with a REST API, Python and TypeScript SDKs and an 8-tool MCP server in preview.", "url": "https://www.anchorterminal.com/tools/galileo", "markdownUrl": "https://www.anchorterminal.com/tools/galileo.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/galileo.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/galileo.json", "repo": "https://github.com/rungalileo/galileo-python", "license": "Apache-2.0 (SDKs only, platform closed source)", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.galileo.ai/v2", "packages": [ { "registry": "pypi", "name": "galileo" }, { "registry": "npm", "name": "galileo" } ], "auth": "api-key", "authNotes": "API key in a header. The current OpenAPI spec names it `Splunk-AO-API-Key` and older Galileo docs `Galileo-API-Key`. The API also issues a JWT from `/login/api_key` that expires after 24 hours and accepts HTTP Basic with a username and password. The MCP server takes the same API key header. New SaaS accounts on Splunk Observability Cloud use `https://app.{realm}.observability.splunkcloud.com/ao/api/` and Splunk's own authentication. Self-hosted deployments use their own api.* host.", "pricing": "freemium", "pricingNotes": "Free plan with 5,000 traces a month, unlimited users and unlimited custom evals. Pro $100 a month billed yearly with 50,000 traces, then priced by trace volume with no published rate. Enterprise is custom with unlimited traces, custom rate limits and hosted, VPC or on-prem deployment. The pricing page doesn't mention Splunk, but the docs say customers onboarded after 2026-08-07 should use the Splunk docs (https://galileo.ai/pricing).", "priceSummary": "$100 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402 support in docs or pricing (checked 2026-09-30).", "endpoints": [] }, "toolCount": 8, "popularity": { "githubStars": null, "npmWeekly": 1431, "pypiWeekly": 6160, "asOf": "2026-09-30" }, "docsUrl": "https://docs.galileo.ai", "llmsTxt": "https://docs.galileo.ai/llms.txt", "openapi": "https://api.galileo.ai/public/v2/openapi.json", "capabilities": [ "obs.traces", "obs.evals", "obs.prompts", "obs.datasets" ], "tags": [ "hosted", "freemium", "mcp", "llms-txt", "openapi", "python", "typescript", "closed-source", "enterprise" ], "lastRelease": "2026-10-01", "graded": true, "anchor": { "graded": true, "score": 48, "grade": "D", "agentReady": false, "rank": 378, "ranked": true, "rankOf": 452, "categoryRank": 8, "methodology": "0.3", "run": "2026-10-01", "scores": { "ergonomics": 73, "maintenance": 74, "payments": 20, "reliability": 18, "schema": 79, "security": 33, "transparency": 56 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "OpenAPI 3.1 spec with 184 paths and 244 operations. No status page, no published rate limits and no SLA.", "strengths": [ "OpenAPI 3.1 spec with 184 paths and 244 operations", "Error catalogue of 111 entries with HTTP status, fix and a retriable flag", "Free plan with 5,000 traces a month and unlimited users", "TypeScript SDK released three times in September 2026, most recently 2.3.2 on 1 October", "Enterprise deployment in your VPC or on-prem" ], "weaknesses": [ "No status page, no published rate limits and no SLA", "Split between Galileo and Splunk since 7 August 2026, with two doc sites, two API hosts and no timeline for the old ones", "MCP server in preview with 8 tools, only `Get Signals` reads production data", "No security page, trust portal, security.txt or certification claim found, and the privacy policy dates from November 2024", "Python SDK quiet since 30 July and its CHANGELOG.md stuck at v0.10.0" ], "agentNotes": [ "Check which side the account lives on first. Pre-August Galileo accounts use api.galileo.ai, Splunk SaaS accounts use app.{realm}.observability.splunkcloud.com/ao/api/", "Send the key as `Splunk-AO-API-Key`. The current spec no longer lists `Galileo-API-Key`", "Page list endpoints with `limit` and `starting_token`", "Use the error catalogue's retriable flag to decide whether to retry. 429s carry no documented `Retry-After`", "Use the REST API to read traces. The MCP server mostly creates datasets and prompts" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 2.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "D", "methodology": "0.3", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 48 } ], "editorialScores": { "ergonomics": 73, "maintenance": 74, "payments": 20, "reliability": 18, "schema": 79, "security": 33, "transparency": 36 }, "provenanceScore": 76 }, "connect": { "http": "curl https://api.galileo.ai/v2/current_user -H \"Galileo-API-Key: $GALILEO_API_KEY\"", "claudeCode": "claude mcp add --transport http --header \"Galileo-API-Key: $GALILEO_API_KEY\" galileo https://api.galileo.ai/mcp/http/mcp", "config": { "mcpServers": { "galileo": { "headers": { "Accept": "text/event-stream", "Galileo-API-Key": "${GALILEO_API_KEY}" }, "type": "http", "url": "https://api.galileo.ai/mcp/http/mcp" } } } }, "letme": { "capability": "https://letme.dev/obs.traces", "tool": "https://letme.dev/galileo" }, "alsoIn": [ "guardrails" ], "area": "developer", "unitPrices": [ { "item": "Pro plan", "unit": "month", "usd": 100, "note": "billed yearly, 50,000 traces a month" } ], "provenance": { "legalEntity": "Galileo Technologies, Inc.", "domain": "galileo.ai", "domainRegistered": "2020-05-05", "endpointOnVendorDomain": true, "terms": "https://galileo.ai/terms-of-service", "privacy": "https://galileo.ai/privacy-policy", "statusPage": "", "changelog": "https://docs.galileo.ai/release-notes", "securityTxt": "none", "checked": "2026-09-30", "notes": [ "Now owned by Cisco and sold as Splunk Agent Observability; the terms still name Galileo Technologies, Inc." ], "score": 76 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/galileo.json", "live": { "slug": "galileo", "probe": { "target": "https://api.galileo.ai/v2", "method": "get", "lastAt": "2026-10-04T23:32:47.716945549Z", "lastOk": true, "lastStatus": 404, "lastMs": 2443, "authRequired": false, "uptime24h": 99.26, "uptime30d": 99.73, "p50ms24h": 262, "p95ms24h": 3880, "samples24h": 272, "samples30d": 1097, "days": [ { "date": "2026-09-30", "probes": 35, "ok": 35 }, { "date": "2026-10-01", "probes": 276, "ok": 276 }, { "date": "2026-10-02", "probes": 248, "ok": 247 }, { "date": "2026-10-03", "probes": 271, "ok": 271 }, { "date": "2026-10-04", "probes": 267, "ok": 265 } ] }, "versions": [ { "registry": "github", "name": "rungalileo/galileo-python", "version": "v2.6.0", "released": "2026-07-30", "seenAt": "2026-10-04T16:27:40.611176298Z" }, { "registry": "npm", "name": "galileo", "version": "2.3.2", "seenAt": "2026-10-04T16:27:40.188712083Z" }, { "registry": "pypi", "name": "galileo", "version": "2.6.0", "released": "2026-07-30", "seenAt": "2026-10-04T16:27:40.002157835Z" } ], "githubStars": 22, "npmWeekly": 1892, "securityTxt": { "url": "https://galileo.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-04T15:15:43.807289994Z" }, "llmsTxt": { "url": "https://docs.galileo.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-04T15:17:48.251773467Z" }, "domain": { "domain": "galileo.ai", "registered": "2020-05-05", "source": "https://rdap.identitydigital.services/rdap/domain/galileo.ai", "checkedAt": "2026-10-04T13:06:13.135112782Z" }, "pages": [ { "url": "https://docs.galileo.ai/release-notes", "kind": "deprecations", "status": 200, "checkedAt": "2026-10-04T15:43:38.210171478Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "0771d4784c19" }, { "url": "https://galileo.ai/pricing", "kind": "pricing", "status": 304, "checkedAt": "2026-10-04T15:44:51.381606205Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "0145c8cf98fd" }, { "url": "https://galileo.ai/privacy-policy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-04T15:44:53.544097308Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "0a4347a8061e" }, { "url": "https://galileo.ai/terms-of-service", "kind": "terms", "status": 304, "checkedAt": "2026-10-04T15:44:55.585915991Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "fe70a53f84a7" } ], "updatedAt": "2026-10-04T23:32:47.716945549Z" } }, "b": { "slug": "honeyhive", "name": "HoneyHive", "vendor": "HoneyHive", "vendorUrl": "https://www.honeyhive.ai", "kind": "http-api", "category": "agent-observability", "summary": "Hosted tracing, evaluation, datasets and prompt management for agents, built on OpenTelemetry.", "url": "https://www.anchorterminal.com/tools/honeyhive", "markdownUrl": "https://www.anchorterminal.com/tools/honeyhive.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/honeyhive.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/honeyhive.json", "repo": "https://github.com/honeyhiveai/python-sdk", "license": "MIT (SDK, CLI and OpenAPI specs only, platform closed source)", "transports": [ "http" ], "remoteUrl": "https://api.dp1.us.honeyhive.ai", "packages": [ { "registry": "pypi", "name": "honeyhive" }, { "registry": "npm", "name": "honeyhive" } ], "auth": "api-key", "authNotes": "Bearer API keys in four types. Project keys (`hh_`) and read-only project keys (`hh_ro_`) for the data plane, ingestion keys (`hh_ingst_`) that can only send traces and events to one project, and fine-grained keys (`hh_fgcp_`) for the control plane, scoped to an organisation or workspace with chosen permissions and a required expiry of at most 365 days. Data plane at api.dp1.us.honeyhive.ai, control plane at api.cp.us.honeyhive.ai. Since 24 September 2026 invalid keys and permission failures return 404. Self-hosted deployments can use an OIDC identity provider.", "pricing": "freemium", "pricingNotes": "Free Developer plan with 10,000 events a month, up to 5 users and 30-day retention. An event is one trace span or one metric label. Enterprise is custom with unlimited users and workspaces, custom retention and self-hosting. No self-serve paid tier is published (https://www.honeyhive.ai/pricing).", "priceSummary": "Freemium", "where": "hosted", "x402": { "level": "no", "evidence": "No x402 support in docs or pricing (checked 2026-09-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 60, "pypiWeekly": 2105, "asOf": "2026-09-30" }, "docsUrl": "https://docs.honeyhive.ai", "llmsTxt": "https://docs.honeyhive.ai/llms.txt", "openapi": "https://raw.githubusercontent.com/honeyhiveai/honeyhive-openapi/main/data_plane_openapi.yaml", "capabilities": [ "obs.traces", "obs.evals", "obs.prompts", "obs.datasets" ], "tags": [ "hosted", "freemium", "llms-txt", "openapi", "python", "typescript", "closed-source", "enterprise", "self-hosted" ], "lastRelease": "2026-09-29", "graded": true, "anchor": { "graded": true, "score": 55.9, "grade": "C", "agentReady": false, "rank": 310, "ranked": true, "rankOf": 452, "categoryRank": 7, "methodology": "0.3", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 77, "payments": 20, "reliability": 44, "schema": 86, "security": 61, "transparency": 68 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": -3, "negativeNotes": [ "2026-09-22 to 2026-09-24. The API stopped returning 401 for invalid, revoked or expired keys and 403 for permission failures, and now answers 404 for all of them, on every client version. It was announced in the CLI 1.7.0 changelog on 22 September and the product changelog on 24 September, with no deprecation window. -3 (https://github.com/honeyhiveai/honeyhive-cli/blob/main/CHANGELOG.md)" ], "verdict": "Read-only (`hh_ro_`), ingestion-only (`hh_ingst_`) and expiring fine-grained (`hh_fgcp_`) API keys. Status page showed 80.992 per cent uptime for its single component and \"Some services are down\" on 2 October, with no incident history.", "strengths": [ "Read-only (`hh_ro_`), ingestion-only (`hh_ingst_`) and expiring fine-grained (`hh_fgcp_`) API keys", "Public OpenAPI 3.1 specs for data plane and control plane under MIT, with an oasdiff-generated changelog", "CLI generated one to one from the specs, plus agent skills and Markdown docs", "Python SDK 1.6.1 and CLI 1.7.0 released in the last two weeks of September 2026", "Free plan with 30-day retention, 1,000 requests a minute and no card" ], "weaknesses": [ "Status page showed 80.992 per cent uptime for its single component and \"Some services are down\" on 2 October, with no incident history", "No MCP server for trace data, only a docs search MCP", "No self-serve paid tier, only Free and a sales-led Enterprise plan", "Since 24 September 2026 invalid keys and permission failures return 404, with no deprecation window", "Event search returns up to 1,000 rows by default with no field selection" ], "agentNotes": [ "Give the agent a read-only `hh_ro_` key for analysis and a separate `hh_ingst_` key for sending traces", "Treat a 404 as possibly a bad, revoked or expired key before assuming the record is missing", "Set `limit` on `POST /v1/events/search`. The default is 1,000 rows", "Use the CLI (`brew tap honeyhiveai/tap \u0026\u0026 brew install honeyhive`) from a coding agent. It maps one command to each API endpoint", "Control plane commands need an `hh_fgcp_` key and the control plane host api.cp.us.honeyhive.ai" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 2.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.3", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 55.9 } ], "editorialScores": { "ergonomics": 63, "maintenance": 77, "payments": 20, "reliability": 44, "schema": 86, "security": 61, "transparency": 54 }, "provenanceScore": 82 }, "connect": { "http": "curl https://api.dp1.us.honeyhive.ai/v1/datasets -H \"Authorization: Bearer $HH_API_KEY\"" }, "letme": { "capability": "https://letme.dev/obs.traces", "tool": "https://letme.dev/honeyhive" }, "area": "developer", "provenance": { "legalEntity": "HoneyHive Inc.", "domain": "honeyhive.ai", "domainRegistered": "2022-07-28", "endpointOnVendorDomain": true, "terms": "https://www.honeyhive.ai/legal/terms-of-service", "privacy": "https://www.honeyhive.ai/legal/privacy-policy", "statusPage": "https://status.honeyhive.ai", "changelog": "https://docs.honeyhive.ai/v2/changelog/product", "securityTxt": "none", "checked": "2026-09-30", "score": 82 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/honeyhive.json", "live": { "slug": "honeyhive", "probe": { "target": "https://api.dp1.us.honeyhive.ai", "method": "get", "lastAt": "2026-10-04T23:32:48.502465779Z", "lastOk": true, "lastStatus": 404, "lastMs": 446, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 447, "p95ms24h": 481, "samples24h": 272, "samples30d": 1097, "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": 267, "ok": 267 } ] }, "vendorStatus": { "page": "https://status.honeyhive.ai", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-04T21:40:07.679425636Z" }, "versions": [ { "registry": "github", "name": "honeyhiveai/python-sdk", "version": "v1.6.1", "released": "2026-09-29", "seenAt": "2026-10-04T16:29:47.051274003Z" }, { "registry": "npm", "name": "honeyhive", "version": "1.0.45", "seenAt": "2026-10-04T16:29:46.131902271Z" }, { "registry": "pypi", "name": "honeyhive", "version": "1.6.1", "released": "2026-09-29", "seenAt": "2026-10-04T16:29:45.944378114Z" } ], "githubStars": 3, "npmWeekly": 115, "pypiWeekly": 2157, "securityTxt": { "url": "https://honeyhive.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-04T15:15:43.408713013Z" }, "llmsTxt": { "url": "https://docs.honeyhive.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-04T15:17:52.608156452Z" }, "domain": { "domain": "honeyhive.ai", "registered": "2022-07-28", "source": "https://rdap.identitydigital.services/rdap/domain/honeyhive.ai", "checkedAt": "2026-10-04T13:04:07.481546397Z" }, "pages": [ { "url": "https://docs.honeyhive.ai/v2/changelog/product", "kind": "changelog", "status": 200, "checkedAt": "2026-10-04T15:43:41.843601235Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "d1e93acad1c0" }, { "url": "https://www.honeyhive.ai/pricing", "kind": "pricing", "status": 304, "checkedAt": "2026-10-04T15:50:44.12758554Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "5861207b5e2f" }, { "url": "https://www.honeyhive.ai/legal/privacy-policy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-04T15:50:40.106324522Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "728d616153ce" }, { "url": "https://www.honeyhive.ai/legal/terms-of-service", "kind": "terms", "status": 304, "checkedAt": "2026-10-04T15:50:42.132533735Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "68e3e45c1001" } ], "updatedAt": "2026-10-04T23:32:48.502465779Z" } }, "summary": "HoneyHive has a score of 55.9 (C) against Galileo API + MCP's 48 (D). Both do obs traces. The largest gap is security \u0026 auth, 28 points." }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/galileo-vs-honeyhive", "json": "https://www.anchorterminal.com/compare/galileo-vs-honeyhive.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/galileo-vs-honeyhive.md", "slim": "https://www.anchorterminal.com/compare/galileo-vs-honeyhive.min.md" }, "markdown": "HoneyHive has a score of 55.9 (C) against Galileo API + MCP's 48 (D). Both do obs traces. The largest gap is security \u0026 auth, 28 points.\n\n- Galileo API + MCP: grade D, 48/100, rank #378 of 452. Markdown https://www.anchorterminal.com/tools/galileo.md · JSON https://www.anchorterminal.com/api/v1/tools/galileo.json\n- HoneyHive: grade C, 55.9/100, rank #310 of 452. Markdown https://www.anchorterminal.com/tools/honeyhive.md · JSON https://www.anchorterminal.com/api/v1/tools/honeyhive.json\n\n## Which one, for what\n\nPick Galileo API + MCP for agent ergonomics (+10).\n\nPick HoneyHive for reliability (+26), schema \u0026 documentation (+7), security \u0026 auth (+28), transparency \u0026 trust (+12).\n\n## Score by category\n\n| Category | Weight | Galileo API + MCP | HoneyHive | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 18 | 44 | HoneyHive +26 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 79 | 86 | HoneyHive +7 |\n| Agent ergonomics | 13% (16.2 this run) | 73 | 63 | Galileo API + MCP +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 33 | 61 | HoneyHive +28 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 20 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 74 | 77 | HoneyHive +3 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 56 | 68 | HoneyHive +12 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **48 · D** | **55.9 · C** | |\n\n## Facts side by side\n\n| Fact | Galileo API + MCP | HoneyHive |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Galileo (now Splunk Agent Observability, Cisco) | HoneyHive |\n| Hosted endpoint | `https://api.galileo.ai/v2` | `https://api.dp1.us.honeyhive.ai` |\n| Transports | HTTP, Streamable HTTP | HTTP |\n| Auth | API key | API key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | Apache-2.0 (SDKs only, platform closed source) | MIT (SDK, CLI and OpenAPI specs only, platform closed source) |\n| Tools exposed | 8 | none |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| MCP registry | not listed | not listed |\n| Last release | 2026-10-01 | 2026-09-29 |\n| Popularity | 1.4k npm/wk, 6.2k PyPI/wk | 60 npm/wk, 2.1k PyPI/wk |\n| Agent reviews | 2.5/5 (2) | 2.5/5 (2) |\n\n## Verdicts\n\n**Galileo API + MCP.** OpenAPI 3.1 spec with 184 paths and 244 operations. No status page, no published rate limits and no SLA.\n\n**HoneyHive.** Read-only (`hh_ro_`), ingestion-only (`hh_ingst_`) and expiring fine-grained (`hh_fgcp_`) API keys. Status page showed 80.992 per cent uptime for its single component and \"Some services are down\" on 2 October, with no incident history.\n\n## Before you call either\n\n### Galileo API + MCP\n\n1. Check which side the account lives on first. Pre-August Galileo accounts use api.galileo.ai, Splunk SaaS accounts use app.{realm}.observability.splunkcloud.com/ao/api/\n2. Send the key as `Splunk-AO-API-Key`. The current spec no longer lists `Galileo-API-Key`\n3. Page list endpoints with `limit` and `starting_token`\n4. Use the error catalogue's retriable flag to decide whether to retry. 429s carry no documented `Retry-After`\n5. Use the REST API to read traces. The MCP server mostly creates datasets and prompts\n\n### HoneyHive\n\n1. Give the agent a read-only `hh_ro_` key for analysis and a separate `hh_ingst_` key for sending traces\n2. Treat a 404 as possibly a bad, revoked or expired key before assuming the record is missing\n3. Set `limit` on `POST /v1/events/search`. The default is 1,000 rows\n4. Use the CLI (`brew tap honeyhiveai/tap \u0026\u0026 brew install honeyhive`) from a coding agent. It maps one command to each API endpoint\n5. Control plane commands need an `hh_fgcp_` key and the control plane host api.cp.us.honeyhive.ai\n\n## Other comparisons with Galileo API + MCP or HoneyHive\n\n- [Arize Phoenix vs Galileo API + MCP](https://www.anchorterminal.com/compare/arize-phoenix-vs-galileo.md)\n- [Arize Phoenix vs HoneyHive](https://www.anchorterminal.com/compare/arize-phoenix-vs-honeyhive.md)\n- [Baserun vs Galileo API + MCP](https://www.anchorterminal.com/compare/baserun-vs-galileo.md)\n- [Baserun vs HoneyHive](https://www.anchorterminal.com/compare/baserun-vs-honeyhive.md)\n- [Braintrust API + MCP vs Galileo API + MCP](https://www.anchorterminal.com/compare/braintrust-vs-galileo.md)\n- [Braintrust API + MCP vs HoneyHive](https://www.anchorterminal.com/compare/braintrust-vs-honeyhive.md)\n- [Galileo API + MCP vs Helicone AI Gateway + MCP](https://www.anchorterminal.com/compare/galileo-vs-helicone.md)\n- [Galileo API + MCP vs Laminar API + MCP](https://www.anchorterminal.com/compare/galileo-vs-laminar.md)\n- [Galileo API + MCP vs Langfuse API + MCP](https://www.anchorterminal.com/compare/galileo-vs-langfuse.md)\n- [Galileo API + MCP vs LangSmith API + MCP](https://www.anchorterminal.com/compare/galileo-vs-langsmith.md)\n- [Galileo API + MCP vs Respan API + MCP](https://www.anchorterminal.com/compare/galileo-vs-respan.md)\n- [Helicone AI Gateway + MCP vs HoneyHive](https://www.anchorterminal.com/compare/helicone-vs-honeyhive.md)\n- [HoneyHive vs Laminar API + MCP](https://www.anchorterminal.com/compare/honeyhive-vs-laminar.md)\n- [HoneyHive vs Langfuse API + MCP](https://www.anchorterminal.com/compare/honeyhive-vs-langfuse.md)\n- [HoneyHive vs LangSmith API + MCP](https://www.anchorterminal.com/compare/honeyhive-vs-langsmith.md)\n- [HoneyHive vs Respan API + MCP](https://www.anchorterminal.com/compare/honeyhive-vs-respan.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-04", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.3", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Galileo API + MCP vs HoneyHive", "url": "" } ], "description": "HoneyHive has a score of 55.9 (C) against Galileo API + MCP's 48 (D). Both do obs traces. The largest gap is security \u0026 auth, 28 points. Category scores, facts, verdicts and agent notes side by side.", "facts": [ "Galileo API + MCP D 48", "HoneyHive C 55.9", "scores" ], "h1": "Galileo API + MCP vs HoneyHive", "image": "https://www.anchorterminal.com/assets/og/compare-galileo-vs-honeyhive.png", "path": "/compare/galileo-vs-honeyhive", "published": "2026-10-01", "section": "tools", "title": "Galileo API + MCP vs HoneyHive for AI agents, D 48 vs C 55.9", "toc": null, "updated": "2026-10-04", "url": "https://www.anchorterminal.com/compare/galileo-vs-honeyhive" }, "tokens": { "markdown": 1600, "slim": 330 }, "version": 1 }