Best MCP Servers for MongoDB in 2026
14 tools indexed · avg score 56.5 · sorted by AgentRank score
The AgentRank index tracks 14 mongodb tools. The top-ranked entry is mongodb-js/mongodb-mcp-server at 91.6 points. Across the 10 shown here, the average AgentRank score is 56.5, and 9 had a commit in the last 30 days. The most common primary language is TypeScript.
MongoDB MCP servers give AI agents document-database access — querying collections, aggregating data, and managing documents. They are built for flexible, schema-less data.
Top 10 MongoDB MCP Servers
- #1mongodb-js/mongodb-mcp-server91.6
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Ranks here on adopted by 46 downstream projects and 1.1k GitHub stars, plus a commit within the last week.Freshness 23.0Dependents 21.1Issue health 20.1Stars 11.5Contributors 9.2 - #2mongodb/agent-skills66.2
Use the official MongoDB Skills with your favorite coding agent to build faster.
Ranks here on a commit within the last week.Freshness 30.8Stars 11.6Contributors 11.5License 4.6Description 4.3 - Ranks here on adopted by 3 downstream projects and 283 GitHub stars, plus an active commit 59 days ago.Issue health 21.8Stars 9.4Freshness 8.5Dependents 7.6Contributors 6.3
- #4AnkushGitRepo/marketmitra53.3
Open-source, self-hostable financial dashboard for Indian markets — portfolio, alerts, news, IPOs, and AI-agent analysis. Next.js + MongoDB Atlas.
Ranks here on a commit within the last week.Freshness 30.8Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #5rabeeh-dev/Inventory-Agent51.4
An Agentic E-Commerce Platform featuring ReAct Decision Loops, Atomic MongoDB Operations, Model Context Protocol (MCP) Supplier Requisitions, and Deterministic Invariant Validation.
Ranks here on a commit within the last week.Freshness 30.8Issue health 9.2Description 6.2Contributors 2.8Stars 1.5 - #6davidedantonio/mcp-mongodb49.9
A Model Context Protocol server that gives LLM clients read-only access to MongoDB, one declared field at a time.
Ranks here on an active commit 16 days ago.Freshness 27.4Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #7adrianofratelli-glitch/MongoDB-Intelligence-Layer49.6
MongoDB Atlas as a data and orchestration layer for AI: flexible prompt schemas, model cost projection, RAG, and an autonomous MCP tool-use agent.
Ranks here on a commit within the last week.Freshness 30.8Issue health 9.2Description 4.3Contributors 2.8Stars 1.5 - #8sourabhshegane/mongodb-mcp-that-works48.3
A reliable MongoDB MCP server that provides seamless MongoDB integration for Claude Desktop with built-in schema discovery and field validation
Ranks here on an active commit 20 days ago.Freshness 25.8Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #9mehmetkirkoca/budget-manager48.3
Personal finance tracker with React + Fastify + MongoDB. Includes a Claude Code MCP integration to manage your budget with natural language.
Ranks here on an active commit 20 days ago.Freshness 25.8Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #10deekshitha-a-20/mongodb-rag-mcp47.5
MCP server for RAG over MongoDB Atlas Vector Search, with local embeddings and no LangChain. TypeScript
Ranks here on an active commit 13 days ago.Freshness 28.7Issue health 9.2Description 4.3Contributors 2.8Stars 1.5
More MongoDB MCP Servers
| # | Tool | Score | Stars | Last Commit | Language |
|---|---|---|---|---|---|
| 11 | Nikhileshrana/Enterprise-AI-Starter-Kit | 1 | 22d ago | TypeScript | |
| 12 | deekshitha-a-20/mongo-mcp-server | 1 | 29d ago | TypeScript | |
| 13 | benkipnis/virtual_engineer | 1 | 1mo ago | JavaScript | |
| 14 | mongodb-industry-solutions/leafy-bank-capitalmarkets-mcp | 2 | 12d ago | JavaScript |