Best MCP Servers for MongoDB in 2026
79 tools indexed · avg score 58.0 · sorted by AgentRank score
The AgentRank index tracks 79 mongodb tools. The top-ranked entry is mongodb-js/mongodb-mcp-server at 92.0 points. Across the 8 shown here, the average AgentRank score is 58.0, 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-server92.0
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 22.9Dependents 21.3Issue health 20.3Stars 11.5Contributors 9.2 - #2mongodb/agent-skills65.9
Use the official MongoDB Skills with your favorite coding agent to build faster.
Ranks here on an active commit 10 days ago.Freshness 29.5Stars 11.7Contributors 11.5License 4.6Description 4.3 - Ranks here on adopted by 3 downstream projects and 282 GitHub stars, plus an active commit 83 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 an active commit 9 days ago.Freshness 29.9Issue health 9.2Description 6.2License 4.6Contributors 2.8 - #5AnkushGitRepo/marketmitra50.8
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 21 days ago.Freshness 25.6Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #6mehmetkirkoca/budget-manager49.7
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 24 days ago.Freshness 24.5Issue health 9.2License 4.6Description 4.3Contributors 2.8 - #7adrianofratelli-glitch/MongoDB-Intelligence-Layer47.2
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 20 days ago.Freshness 25.8Issue health 9.2Description 4.3Contributors 2.8Stars 1.5 - #8rabeeh-dev/Inventory-Agent46.5
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 27 days ago.Freshness 23.3Issue health 9.2Description 6.2Contributors 2.8Stars 1.5