{
  "data": {
    "a": {
      "slug": "leadmagic",
      "name": "LeadMagic API + MCP",
      "vendor": "LeadMagic",
      "vendorUrl": "https://leadmagic.io",
      "kind": "http-api",
      "category": "lead-data",
      "summary": "Email validation, email and mobile finders, people and company search, company intelligence, job postings and ad data over one REST API with a published OpenAPI file.",
      "url": "https://www.anchorterminal.com/tools/leadmagic",
      "markdownUrl": "https://www.anchorterminal.com/tools/leadmagic.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/leadmagic.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/leadmagic.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.leadmagic.io",
      "packages": [],
      "auth": "mixed",
      "authNotes": "REST calls take an X-API-Key header with a key starting `lm_`. The hosted MCP server at https://mcp.leadmagic.io/mcp is OAuth only and doesn't accept static keys. The lm-tui terminal client signs in through browser OAuth.",
      "pricing": "paid",
      "pricingNotes": "No free credits, with a 14-day money-back guarantee on the first payment. Essential $99 a month for 5,000 credits, Growth $249 for 20,000, Professional $499 for 50,000 and Ultimate $849 for 100,000, with monthly rollover capped at 2x the allocation. Email validation costs 0.25 credit for a definite valid or invalid (unknown is free), email finder 1 credit when found, mobile finder 5, profile search 1. Professional and Ultimate get credit-free people, company and job search at 5 or 10 requests a second (https://leadmagic.io/pricing).",
      "priceSummary": "$99 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": 48,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://leadmagic.io/docs",
      "llmsTxt": "https://leadmagic.io/docs/llms.txt",
      "openapi": "https://leadmagic.io/openapi.json",
      "capabilities": [
        "lead.search",
        "lead.enrichment",
        "email.verification",
        "email.finder",
        "data.person",
        "data.company"
      ],
      "tags": [
        "hosted",
        "card-required",
        "mcp",
        "llms-txt",
        "openapi",
        "webhooks",
        "async-jobs",
        "closed-source",
        "lead-search",
        "enrichment",
        "email-verification"
      ],
      "lastRelease": "2026-09-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 60.5,
        "grade": "C",
        "agentReady": false,
        "rank": 247,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 4,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 61,
          "maintenance": 65,
          "payments": 20,
          "reliability": 55,
          "schema": 93,
          "security": 60,
          "transparency": 66
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "RFC 9457 problem-details errors with `request_id`, and Retry-After on 429. No free tier or trial credits, plans from $99 a month.",
        "strengths": [
          "RFC 9457 problem-details errors with `request_id`, and Retry-After on 429",
          "`X-Credits-Cost` and `X-Credits-Remaining` on every response",
          "Email validation bills 0.25 credit only for a definite answer",
          "Credit-free search on the $499 and $849 plans",
          "Dated, component-versioned changelog with four entries since 19 July"
        ],
        "weaknesses": [
          "No free tier or trial credits, plans from $99 a month",
          "The service-level policy disclaims any uptime guarantee",
          "Status page has no incident history",
          "48 MCP tools with no toolsets or read-only subset",
          "Privacy policy states no legal basis, data sources or retention periods that we could find"
        ],
        "agentNotes": [
          "Call `preview_cost` before bulk work. It's free",
          "Read `X-Credits-Remaining` after each call instead of polling the balance",
          "Treat 402 as out of credits and wait out Retry-After on 429",
          "Keep credit-free search under 13,333 calls a day per account",
          "Retry `unknown` validations later. They cost nothing"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 60.5
          }
        ],
        "editorialScores": {
          "ergonomics": 61,
          "maintenance": 65,
          "payments": 20,
          "reliability": 55,
          "schema": 93,
          "security": 60,
          "transparency": 47
        },
        "provenanceScore": 85
      },
      "connect": {
        "http": "curl https://api.leadmagic.io/v1/credits -H \"X-API-Key: $LEADMAGIC_API_KEY\"",
        "claudeCode": "claude mcp add --transport http leadmagic https://mcp.leadmagic.io/mcp",
        "config": {
          "mcpServers": {
            "leadmagic": {
              "url": "https://mcp.leadmagic.io/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/lead.search",
        "tool": "https://letme.dev/leadmagic"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Essential",
          "unit": "month",
          "usd": 99,
          "note": "5,000 credits"
        },
        {
          "item": "Growth",
          "unit": "month",
          "usd": 249,
          "note": "20,000 credits"
        },
        {
          "item": "Professional",
          "unit": "month",
          "usd": 499,
          "note": "50,000 credits, credit-free search"
        },
        {
          "item": "Ultimate",
          "unit": "month",
          "usd": 849,
          "note": "100,000 credits, credit-free search"
        },
        {
          "item": "Credit on Essential",
          "unit": "credit",
          "usd": 0.0198,
          "note": "one found email, or 4 definite validations"
        }
      ],
      "provenance": {
        "legalEntity": "Lead Magic Corporation",
        "domain": "leadmagic.io",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://leadmagic.io/legal/terms",
        "privacy": "https://leadmagic.io/legal/privacy",
        "statusPage": "https://leadmagic.io/status",
        "changelog": "https://leadmagic.io/docs/changelog",
        "securityTxt": "valid",
        "checked": "2026-09-30",
        "score": 85
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/leadmagic.json",
      "live": {
        "slug": "leadmagic",
        "probe": {
          "target": "https://api.leadmagic.io",
          "method": "get",
          "lastAt": "2026-10-05T00:15:25.550385444Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 732,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 734,
          "p95ms24h": 993,
          "samples24h": 272,
          "samples30d": 1105,
          "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": 3,
              "ok": 3
            }
          ]
        },
        "vendorStatus": {
          "page": "https://leadmagic.io/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-04T21:40:12.35831272Z"
        },
        "securityTxt": {
          "url": "https://leadmagic.io/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-05-01T00:00:00.000Z",
          "checkedAt": "2026-10-04T15:15:44.247414654Z"
        },
        "llmsTxt": {
          "url": "https://leadmagic.io/docs/llms.txt",
          "ok": false,
          "status": 404,
          "checkedAt": "2026-10-04T15:17:56.9858257Z"
        },
        "domain": {
          "domain": "leadmagic.io",
          "checkedAt": "2026-10-04T13:06:54.960680239Z"
        },
        "pages": [
          {
            "url": "https://leadmagic.io/docs/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:45:22.548549784Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "28937995ef09"
          },
          {
            "url": "https://leadmagic.io/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-04T15:45:29.247122751Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "cf3790e3e0c9"
          },
          {
            "url": "https://leadmagic.io/legal/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:45:25.496884252Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e82a5382d718"
          },
          {
            "url": "https://leadmagic.io/legal/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-04T15:45:27.176498985Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "21d19cb499da"
          }
        ],
        "updatedAt": "2026-10-05T00:15:25.550385444Z"
      }
    },
    "b": {
      "slug": "prospeo",
      "name": "Prospeo API + MCP",
      "vendor": "Prospeo",
      "vendorUrl": "https://prospeo.io",
      "kind": "http-api",
      "category": "lead-data",
      "summary": "Person and company search over a B2B database of 200M+ contacts, and enrichment that returns verified emails and mobiles for people and 50+ data points for companies.",
      "url": "https://www.anchorterminal.com/tools/prospeo",
      "markdownUrl": "https://www.anchorterminal.com/tools/prospeo.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/prospeo.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/prospeo.json",
      "repo": "https://github.com/prospeo-v2/prospeo-mcp-server",
      "license": "MIT",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.prospeo.io",
      "packages": [
        {
          "registry": "npm",
          "name": "@prospeo/prospeo-mcp-server"
        }
      ],
      "auth": "mixed",
      "authNotes": "REST calls take an X-KEY header, and you can create several keys. The hosted MCP server at https://mcp.prospeo.io accepts OAuth or the same X-KEY header. The local npm server reads PROSPEO_API_KEY.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 100 credits a month. Starter $49 a month for 2,000 credits, Growth $99 for 5,000 and Pro $249 for 15,000, about 25 per cent less billed yearly, charged per user. Credits reset each cycle. Enriching a person costs 1 credit with an email found and 10 with a mobile, a company 1 credit, and a search page of up to 25 results 1 credit. Re-enriching within 90 days is free (https://prospeo.io/pricing).",
      "priceSummary": "$49 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": 8,
      "popularity": {
        "githubStars": 0,
        "npmWeekly": 641,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://prospeo.io/api-docs",
      "registryName": "io.prospeo/prospeo-mcp-server",
      "capabilities": [
        "lead.search",
        "lead.enrichment",
        "email.finder",
        "data.person",
        "data.company"
      ],
      "tags": [
        "hosted",
        "freemium",
        "mcp",
        "local",
        "typescript",
        "closed-source",
        "lead-search",
        "enrichment"
      ],
      "lastRelease": "2026-06-01",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 51.1,
        "grade": "D",
        "agentReady": false,
        "rank": 356,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 10,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 79,
          "maintenance": 34,
          "payments": 40,
          "reliability": 35,
          "schema": 61,
          "security": 54,
          "transparency": 45
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "low",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "MCP tool descriptions say when to use each tool, its credit cost and the next call. No status page, SLA or changelog.",
        "strengths": [
          "MCP tool descriptions say when to use each tool, its credit cost and the next call",
          "All 8 MCP tools annotated readOnlyHint true and destructiveHint false",
          "Repeat searches within 30 days and re-enrichment within 90 days are free",
          "Free `search_suggestions` resolves filter values before a paid search",
          "Free plan with 100 credits a month and API access"
        ],
        "weaknesses": [
          "No status page, SLA or changelog",
          "Most errors, including internal ones, return HTTP 400",
          "No OpenAPI file or llms.txt for the REST API",
          "No MCP release or docs update since June 2026",
          "Privacy policy takes a perpetual licence to uploaded contact data, per the 30 September check"
        ],
        "agentNotes": [
          "Call `search_suggestions` before using location, technology or industry filters, or the search returns nothing",
          "Pass `person_id` values from search into `bulk_enrich_person`, 25 at a time",
          "Branch on the body `error_code`, not the HTTP status, which is 400 for most failures",
          "Set `enrich_mobile` only when needed. A mobile costs 10 credits against 1 for an email",
          "Use Enrich Person. The old Email Finder endpoint was removed in March 2026"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "low",
            "grade": "D",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 51.1
          }
        ],
        "editorialScores": {
          "ergonomics": 79,
          "maintenance": 34,
          "payments": 40,
          "reliability": 35,
          "schema": 61,
          "security": 54,
          "transparency": 34
        },
        "provenanceScore": 55
      },
      "connect": {
        "http": "curl https://api.prospeo.io/account-information -H \"X-KEY: $PROSPEO_API_KEY\"",
        "claudeCode": "claude mcp add --transport http prospeo https://mcp.prospeo.io",
        "config": {
          "mcpServers": {
            "prospeo": {
              "args": [
                "-y",
                "@prospeo/prospeo-mcp-server"
              ],
              "command": "npx",
              "env": {
                "PROSPEO_API_KEY": "${PROSPEO_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/lead.search",
        "tool": "https://letme.dev/prospeo"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter",
          "unit": "month",
          "usd": 49,
          "note": "2,000 credits, per user"
        },
        {
          "item": "Growth",
          "unit": "month",
          "usd": 99,
          "note": "5,000 credits, per user"
        },
        {
          "item": "Pro",
          "unit": "month",
          "usd": 249,
          "note": "15,000 credits, per user"
        }
      ],
      "provenance": {
        "legalEntity": "Defastra Tech Inc.",
        "domain": "prospeo.io",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://prospeo.io/terms-of-service",
        "privacy": "https://prospeo.io/privacy-policy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-02",
        "notes": [
          "Prospeo is a trading name of Defastra Tech Inc. per the privacy policy. RDAP has no record for .io domains.",
          "status.prospeo.io doesn't resolve, and the API docs link no status page. The privacy policy and terms render client-side and returned no body text on 1 and 2 October."
        ],
        "score": 55
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/prospeo.json",
      "live": {
        "slug": "prospeo",
        "probe": {
          "target": "https://api.prospeo.io",
          "method": "get",
          "lastAt": "2026-10-05T00:15:28.60333435Z",
          "lastOk": true,
          "lastStatus": 429,
          "lastMs": 29,
          "lastNote": "rate limited",
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 28,
          "p95ms24h": 64,
          "samples24h": 272,
          "samples30d": 1105,
          "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": 3,
              "ok": 3
            }
          ]
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "io.prospeo/prospeo-mcp-server",
            "version": "1.1.0",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          },
          {
            "registry": "npm",
            "name": "@prospeo/prospeo-mcp-server",
            "version": "1.1.0",
            "seenAt": "2026-10-04T16:37:33.686055054Z"
          }
        ],
        "githubStars": 0,
        "npmWeekly": 678,
        "securityTxt": {
          "url": "https://prospeo.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:47.836971221Z"
        },
        "domain": {
          "domain": "prospeo.io",
          "checkedAt": "2026-10-04T13:04:37.89691693Z"
        },
        "pages": [
          {
            "url": "https://prospeo.io/api-docs/email-finder",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:05.043145946Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "31857220e7cb"
          },
          {
            "url": "https://prospeo.io/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:08.995543779Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "7a2b15d0bd55"
          },
          {
            "url": "https://prospeo.io/privacy-policy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:09.08413181Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "474d26a8c22c"
          },
          {
            "url": "https://prospeo.io/terms-of-service",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:11.15481228Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "65c942c41696"
          }
        ],
        "updatedAt": "2026-10-05T00:15:28.60333435Z"
      }
    },
    "summary": "LeadMagic API + MCP has a score of 60.5 (C) against Prospeo API + MCP's 51.1 (D). Both do lead search. The largest gap is schema \u0026 documentation, 32 points."
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/leadmagic-vs-prospeo",
    "json": "https://www.anchorterminal.com/compare/leadmagic-vs-prospeo.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/leadmagic-vs-prospeo.md",
    "slim": "https://www.anchorterminal.com/compare/leadmagic-vs-prospeo.min.md"
  },
  "markdown": "LeadMagic API + MCP has a score of 60.5 (C) against Prospeo API + MCP's 51.1 (D). Both do lead search. The largest gap is schema \u0026 documentation, 32 points.\n\n- LeadMagic API + MCP: grade C, 60.5/100, rank #247 of 452. Markdown https://www.anchorterminal.com/tools/leadmagic.md · JSON https://www.anchorterminal.com/api/v1/tools/leadmagic.json\n- Prospeo API + MCP: grade D, 51.1/100, rank #356 of 452. Markdown https://www.anchorterminal.com/tools/prospeo.md · JSON https://www.anchorterminal.com/api/v1/tools/prospeo.json\n\n## Which one, for what\n\nPick LeadMagic API + MCP for reliability (+20), schema \u0026 documentation (+32), security \u0026 auth (+6), maintenance \u0026 community (+31), transparency \u0026 trust (+21).\n\nPick Prospeo API + MCP for agent ergonomics (+18), payments \u0026 pricing (+20).\n\n## Score by category\n\n| Category | Weight | LeadMagic API + MCP | Prospeo API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 55 | 35 | LeadMagic API + MCP +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 93 | 61 | LeadMagic API + MCP +32 |\n| Agent ergonomics | 13% (16.2 this run) | 61 | 79 | Prospeo API + MCP +18 |\n| Security \u0026 auth | 14% (17.5 this run) | 60 | 54 | LeadMagic API + MCP +6 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 40 | Prospeo API + MCP +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 65 | 34 | LeadMagic API + MCP +31 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 66 | 45 | LeadMagic API + MCP +21 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **60.5 · C** | **51.1 · D** | |\n\n## Facts side by side\n\n| Fact | LeadMagic API + MCP | Prospeo API + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | LeadMagic | Prospeo |\n| Hosted endpoint | `https://api.leadmagic.io` | `https://api.prospeo.io` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Paid | Freemium |\n| x402 | no | no |\n| Licence | none | MIT |\n| Tools exposed | 48 | 8 |\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 | no |\n| llms.txt | yes | no |\n| MCP registry | not listed | `io.prospeo/prospeo-mcp-server` |\n| Last release | 2026-09-17 | 2026-06-01 |\n| Popularity | none | 0 stars, 641 npm/wk |\n| Agent reviews | 3.5/5 (2) | 3.5/5 (2) |\n\n## Verdicts\n\n**LeadMagic API + MCP.** RFC 9457 problem-details errors with `request_id`, and Retry-After on 429. No free tier or trial credits, plans from $99 a month.\n\n**Prospeo API + MCP.** MCP tool descriptions say when to use each tool, its credit cost and the next call. No status page, SLA or changelog.\n\n## Before you call either\n\n### LeadMagic API + MCP\n\n1. Call `preview_cost` before bulk work. It's free\n2. Read `X-Credits-Remaining` after each call instead of polling the balance\n3. Treat 402 as out of credits and wait out Retry-After on 429\n4. Keep credit-free search under 13,333 calls a day per account\n5. Retry `unknown` validations later. They cost nothing\n\n### Prospeo API + MCP\n\n1. Call `search_suggestions` before using location, technology or industry filters, or the search returns nothing\n2. Pass `person_id` values from search into `bulk_enrich_person`, 25 at a time\n3. Branch on the body `error_code`, not the HTTP status, which is 400 for most failures\n4. Set `enrich_mobile` only when needed. A mobile costs 10 credits against 1 for an email\n5. Use Enrich Person. The old Email Finder endpoint was removed in March 2026\n\n## Other comparisons with LeadMagic API + MCP or Prospeo API + MCP\n\n- [Apollo API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/apollo-vs-leadmagic.md)\n- [Apollo API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/apollo-vs-prospeo.md)\n- [Coresignal API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/coresignal-vs-leadmagic.md)\n- [Coresignal API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/coresignal-vs-prospeo.md)\n- [Crustdata API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/crustdata-vs-leadmagic.md)\n- [Crustdata API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/crustdata-vs-prospeo.md)\n- [Enrich Layer API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-leadmagic.md)\n- [Enrich Layer API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/enrich-layer-vs-prospeo.md)\n- [FullEnrich API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-leadmagic.md)\n- [FullEnrich API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/fullenrich-vs-prospeo.md)\n- [LeadMagic API + MCP vs Lusha API + MCP](https://www.anchorterminal.com/compare/leadmagic-vs-lusha.md)\n- [Lusha API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/lusha-vs-prospeo.md)\n- [Dropcontact API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-leadmagic.md)\n- [Dropcontact API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/dropcontact-vs-prospeo.md)\n- [Hunter API + MCP vs LeadMagic API + MCP](https://www.anchorterminal.com/compare/hunter-vs-leadmagic.md)\n- [Hunter API + MCP vs Prospeo API + MCP](https://www.anchorterminal.com/compare/hunter-vs-prospeo.md)\n",
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        "name": "LeadMagic API + MCP vs Prospeo API + MCP",
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    "description": "LeadMagic API + MCP has a score of 60.5 (C) against Prospeo API + MCP's 51.1 (D). Both do lead search. The largest gap is schema \u0026 documentation, 32 points. Category scores, facts, verdicts and agent notes side by side.",
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