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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10066#data-ai3927#development1174#finance871#productivity810#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 27 MCP tools

stdionpx
11,155 stars

dbx

20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具,支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 70+ 数据库,提供桌面端、Docker、CLI、内置 AI 助手和 MCP Server。

VerifiedInstall Ready
mcpSynced 2mo ago
6 tools
Active/2mo ago/High signal
databasedatabasepostgresql
stdionpx
1,054 stars

mongodb-mcp-server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

Install Ready
unknownSynced 3mo ago
11 tools
Active/3mo ago/High signal
generalgeneralmongodb
stdiosrc
949 stars

Arcadedb

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

unknownSynced 3mo ago
Active/3mo ago/High signal
databasedatabasemongodb
stdiosrc
879 stars

Restheart

The Agent-Ready Backend for MongoDB.

Verified
github-topic:mcp-serverSynced 2mo ago
3 tools
Active/2mo ago/Medium signal
generalgeneralmongodb
stdionpx
279 stars

mcp-mongo-server

A Model Context Protocol Server for MongoDB

Install Ready
unknownSynced 3mo ago
3 tools
Active/3mo ago/High signal
databasedatabasemongodb
stdionpx
204 stars

mongodb-lens

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

Install Ready
unknownSynced 3mo ago
5 tools
Active/3mo ago/High signal
generalgeneralmongodb
stdionpx
173 stars

mongo-mcp

A mongo db server for the model context protocol (MCP)

Install Ready
unknownSynced 3mo ago
Active/4mo ago/High signal
databasedatabasemongodb
stdionpx
31 stars

januscope

Local-first MCP policy proxy. Tool-block, SQL-mutation gate, PII redact, audit, rate-limit, OpenTelemetry, vault secrets, first-use quarantine, schema pre-inject. No hosted gateway. One YAML Lens wraps any MCP, 20 included (Postgres, MySQL, MongoDB, GitHub, Stripe, Snowflake, etc.). 84% fewer tokens, ~3x faster, holds PII leaks. AGPL or commercial.

VerifiedFreshInstall Ready
github-topic:mcp-serverSynced 1d ago
36 tools
Active/3d ago/High signal
productivityproductivitypostgresql
stdionpx
13 stars

Vector Mcp

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
11 tools
Active/3mo ago/High signal
data-aidata-aimongodb
stdionpx
12 stars

infrawise

MCP server for AWS infrastructure analysis — Lambda, DynamoDB, SQS, PostgreSQL, MongoDB, EventBridge & more. Works with Claude Code, Cursor, and GitHub Copilot.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
32 tools
Active/3mo ago/High signal
devops-infradevops-infrapostgresql
stdionpx
6 stars

@florentine-ai/mcp

MCP server for Florentine.ai - Natural language to MongoDB aggregations

VerifiedInstall Ready
smitherySynced 3mo ago
2 tools
Stale/6mo ago/Medium signal
data-aidata-aimongodb
stdionpm
5 stars

mongodb-gemini-extension

An Official Gemini CLI extension for MongoDB - This extension wraps the official mongodb-mcp-server npm package, providing seamless installation for Gemini CLI users with automatic upstream updates.

VerifiedInstall Ready
mcpSynced 3mo ago
42 tools
Stale/6mo ago/Medium signal
generalgeneralmongodb
stdiodocker
4 stars

Junto Memory

Persistent shared memory and coordination MCP server for multi-agent AI workflows. The memory component of the Junto system. MongoDB + ChromaDB. Production-tested with 6+ agents over 500+ sessions.

Verified
github-topic:mcp-serverSynced 3mo ago
63 tools
Active/3mo ago/High signal
productivityproductivitymongodb
stdiodocker
2 stars

Mcp Shared Memory

Persistent shared memory and coordination MCP server for multi-agent AI workflows. The memory component of the Junto system. MongoDB + ChromaDB. Production-tested with 6+ agents over 500+ sessions.

Verified
github-topic:model-context-protocolSynced 4mo ago
63 tools
Active/4mo ago/High signal
productivityproductivitymongodb
stdionpx
2 stars

mongodb-atlas-mcp-server

MCP server for mongodb atlas api. Internally uses mongodb-atlas-api-client

Install Ready
unknownSynced 3mo ago
Active/4mo ago/High signal
generalgeneralmongodb
stdionpx
1 stars

unified-kms-mcp

Unified KMS MCP: Cross-AI Memory System - Give any MCP-compatible AI persistent memory across all tools and sessions. Intelligent routing to Mem0, Neo4j, and MongoDB with sub-100ms caching. One unified API replaces multiple MCP servers. Works with Claude Desktop, Cursor, Windsurf, and more.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
16 tools
Active/4mo ago/High signal
productivityproductivitymongodb
stdiosrc
1 stars

helix

Unified database UI + MCP server for MySQL, PostgreSQL and MongoDB

Verified
github-topic:mcp-serverSynced 1w ago
106 tools
Active/1w ago/High signal
databasedatabasepostgresql
stdiosrc
1 stars

PitchCraft Agent

AI agent that flags ticket-resale scams — Gemini + Google ADK grounded in MongoDB Atlas Vector Search + the MongoDB MCP server. Google Cloud Rapid Agent Hackathon (MongoDB track).

Verified
github-topic:mcpSynced 3mo ago
5 tools
Active/3mo ago/High signal
data-aidata-aimongodb
stdionpm
1 stars

mcpfy

Open-source toolkit that turns databases (Postgres, MySQL, SQLite, MongoDB) into Model Context Protocol servers — secured, schema-aware, npm-installable.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 5mo ago
2 tools
Active/5mo ago/High signal
generalgeneralpostgresql
stdionpx
1 stars

mcpolyglot

Open-source toolkit that turns databases (Postgres, MySQL, SQLite, MongoDB) into Model Context Protocol servers — secured, schema-aware, npm-installable.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
12 tools
Active/4mo ago/High signal
generalgeneralpostgresql
stdionpm
1 stars

team-task-manager

A production-ready full-stack project and task management system with React, Express, MongoDB, and a LangGraph-orchestrated Python AI Swarm service.

Verified
github-topic:mcp-serverSynced 3mo ago
5 tools
Active/3mo ago/High signal
webwebpython
stdiosrc
0 stars

Simongonzalezdc

Public GitHub profile README for Simon Gonzalez De Cruz: AI systems builder, MCP server developer, Kyanite Labs founder, and product-minded automation engineer.

Verified
github-topic:mcp-serverSynced 3mo ago
1 tools
Active/3mo ago/Medium signal
generalgeneralmongodb
stdiodocker
0 stars

Spatial Optician

AI-powered facility lighting audit and ROI optimization platform. Powered by Gemini 3.5, Google ADK, MCP & MongoDB. Supported by MongoDB for Startups.

Verified
github-topic:mcp-serverSynced 3mo ago
Active/3mo ago/Medium signal
financefinancemongodb
stdionpm
0 stars

claude-mcp-server

Production-ready Model Context Protocol server for Claude with MongoDB and real email integration

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
3 tools
Active/5mo ago/Medium signal
data-aidata-aimongodb
12
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