{"adoption": {"forks": 284, "observed_at": "2026-09-03T02:15:15.212730+00:00", "stars": 1118}, "canonical_url": "https://ross.abutalabs.com/products/mongodb-mcp-server", "card": {"archived": false, "artifact_type": "service", "description": "A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.", "domain": ["databases", "developer-tools", "large-language-models"], "enriched": true, "function": ["mcp", "database", "database-driver"], "health_score": 100, "homepage": null, "language": "TypeScript", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["mongodb-js/mongodb-mcp-server"], "name": "mongodb-js/mongodb-mcp-server", "platform": ["cli", "cross-platform"], "pushed_at": "2026-09-03T00:31:59+00:00", "repo": "mongodb-js/mongodb-mcp-server", "stars": 1118, "tags": ["mongodb", "mcp-server", "atlas", "llm-tools", "typescript", "ai-agents", "nodejs"], "topics": ["mcp", "mcp-server", "mongodb", "mongodb-atlas", "mongodb-database"], "urls": [], "use_cases": ["query mongodb databases from an ai assistant", "connect claude or cursor to mongodb atlas", "let an llm inspect collections and run aggregations", "explore mongodb data in vs code via mcp", "give ai agents read-only access to a mongo database", "manage atlas clusters through natural language"], "what_it_is": "A Model Context Protocol (MCP) server that lets AI assistants and LLM clients connect to MongoDB databases and MongoDB Atlas clusters. It exposes MongoDB operations as MCP tools, with a read-only mode for safe querying.", "when_to_avoid": ["you need a general-purpose MongoDB GUI or driver rather than AI integration", "your client does not support the Model Context Protocol", "you need direct programmatic access from application code"], "when_to_choose": ["you use an MCP-compatible client like Claude, Cursor, or VS Code and want MongoDB access", "you want an official, maintained MongoDB MCP integration", "you need safe read-only database exploration by LLMs"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/mongodb-mcp-server", "repo": "mongodb-js/mongodb-mcp-server", "role": "main", "score": 86}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-09-03T02:15:15.212730+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:43:50.407023+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "004a56af60ece9e3068583d81c74802bb1af3d0317a80d194e84e9211033d8ad", "fetched_at": "2026-09-03T02:15:15.212730+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mongodb-js/mongodb-mcp-server"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 100, "longevity": 36, "rhythm": 97}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 516, "days_push": 0, "days_rel": 23, "gap_med": 10, "n_releases_24m": 38}, "score": 86, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 3, "stale_scrape": false}}