{"adoption": {"forks": 1887, "observed_at": "2026-08-28T04:08:41.144111+00:00", "stars": 4279}, "canonical_url": "https://ross.abutalabs.com/products/wong2-awesome-mcp-servers", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A curated list of Model Context Protocol (MCP) servers", "domain": ["artificial-intelligence", "developer-tools", "awesome-lists", "large-language-models"], "enriched": true, "function": ["mcp", "developer-tools", "documentation"], "health_score": 75, "homepage": "https://mcpservers.org", "language": null, "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["wong2/awesome-mcp-servers"], "name": "wong2/awesome-mcp-servers", "platform": ["cross-platform", "self-hosted"], "pushed_at": "2026-07-13T12:44:30+00:00", "repo": "wong2/awesome-mcp-servers", "stars": 4279, "tags": ["awesome-list", "mcp-servers", "model-context-protocol", "curated-list", "llm-tools", "ai-agent-integrations", "ai-agents", "web-server"], "topics": [], "urls": [], "use_cases": ["find an MCP server to connect Claude to GitHub or GitLab", "discover MCP servers for web scraping and browser automation", "browse official MCP integrations for cloud platforms like Cloudflare", "look up MCP servers that expose OpenAPI specs as agent tools", "find reference MCP servers for learning the Model Context Protocol", "locate MCP servers for databases, finance data, or productivity tools"], "what_it_is": "A curated, MIT-licensed list of Model Context Protocol (MCP) servers, organized into reference servers, official integrations, and community contributions, backed by the mcpservers.org directory website. It catalogs servers that let AI clients like Claude, Cursor, and ChatGPT connect to tools for filesystems, Git, web scraping, databases, finance, design, and more.", "when_to_avoid": ["you need an MCP server implementation itself rather than a directory of links", "you want a runnable tool or SDK rather than a curated list", "you need guaranteed vetting or security auditing of listed servers"], "when_to_choose": ["you are building AI agents and need to discover available MCP servers", "you want a curated starting point for the MCP ecosystem", "you need to compare MCP servers by category such as development, finance, or web scraping"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/wong2-awesome-mcp-servers", "repo": "wong2/awesome-mcp-servers", "role": "main", "score": 63}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:41.144111+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:21:59.165962+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "250b0c7dbe0f733ffc0360349d81af6d5c9a93833666598fd7427c432e02394f", "fetched_at": "2026-08-28T04:08:41.144111+00:00", "kind": "readme", "missing": false, "url": "https://github.com/wong2/awesome-mcp-servers"}, {"content_hash": "8c941701bf29e8a2b89baa4dd1420bddeecd367d69e8d132a435ed4ac6b03f37", "fetched_at": "2026-08-29T09:11:43.119272+00:00", "kind": "homepage", "missing": false, "url": "https://mcpservers.org"}, {"content_hash": "85bca3aa54bafaa8bc74ff11ff05a2b3060d8a3a437d8e6a773a70c84419b20d", "fetched_at": "2026-08-29T09:11:43.134904+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/count-nanocorp-app-docs"}, {"content_hash": "73036bd5578cc39662c96d32ccd2cd50bac62187b33cca36afa9b611291cb097", "fetched_at": "2026-08-29T09:11:43.128582+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/blender-mcp"}, {"content_hash": "60aa32fd399a498dcaf630f92134afe27c0adaa9ec474ae51abe8d317f2d92cb", "fetched_at": "2026-08-29T09:11:43.130857+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/context7-mcp-server"}, {"content_hash": "c2cddd7226afa16f8a7f558d0f421065cc47ff67a360773e39559b792401f4c2", "fetched_at": "2026-08-29T09:11:43.132979+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/servers/runbear-io-mcp"}, {"content_hash": "3ba2ada33539405c589aa1d182915471024b654851404c46ae066a9d80ab8cf4", "fetched_at": "2026-08-29T09:11:43.136756+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/openapi-mcp"}, {"content_hash": "8f4a43b57ffc87669dc6d567ed83b58081fc2fabf9601fe2f918e21a3170f0f6", "fetched_at": "2026-08-29T09:11:43.138367+00:00", "kind": "site_page", "missing": false, "url": "https://mcpservers.org/topics/coding-agent-mcp"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 92, "longevity": 45, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 643, "days_push": 51, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 63, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}