Best MCP Servers for MongoDB in 2026
79 tools indexed · avg score 58.2 · sorted by AgentRank score
The AgentRank index tracks 79 mongodb tools. The top-ranked entry is mongodb-js/mongodb-mcp-server at 92.3 points. Across the 8 shown here, the average AgentRank score is 58.2, and 7 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 8 MongoDB MCP Servers
- #1mongodb-js/mongodb-mcp-server92.3
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Ranks here on adopted by 48 downstream projects and 1.1k GitHub stars, plus a commit within the last week.Freshness 23.0Dependents 21.3Issue health 20.6Stars 11.5Contributors 9.2 - #2mongodb/agent-skills65.9
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 11.7Contributors 11.5License 4.6Description 4.3 - Ranks here on adopted by 3 downstream projects and 282 GitHub stars, plus an active commit 75 days ago.Issue health 21.8Stars 9.4Dependents 7.6Freshness 6.9Contributors 6.3
- #4chris124v/PromptSales-Data-Platform55.1
PromptSales data platform: PostgreSQL data warehouse fed by an ETL from SQL Server and MongoDB, deployed on Kubernetes, with an MCP server for natural language queries.
Ranks here on a commit within the last week.Freshness 30.8Issue health 9.2Description 6.2License 4.6Contributors 2.8 - #5AnkushGitRepo/marketmitra51.1
Open-source, self-hostable financial dashboard for Indian markets — portfolio, alerts, news, IPOs, and AI-agent analysis. Next.js + MongoDB Atlas.
Ranks here on an active commit 13 days ago.Freshness 28.5Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #6mehmetkirkoca/budget-manager50.0
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 16 days ago.Freshness 27.4Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #7adrianofratelli-glitch/MongoDB-Intelligence-Layer47.6
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 an active commit 13 days ago.Freshness 28.7Issue health 9.2Description 4.3Contributors 2.8Stars 1.5 - #8rabeeh-dev/Inventory-Agent46.9
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 an active commit 19 days ago.Freshness 26.1Issue health 9.2Description 6.2Contributors 2.8Stars 1.5