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MCP SERVER

PostgreSQL MCP Server — Give AI Agents Live SQL Access

Install the PostgreSQL MCP server to let Claude Code, Cursor, and Windsurf query your live database. Read schemas, run SELECTs, inspect query plans, and debug slow queries — all without copy-pasting SQL back and forth with the AI.

30 outils

Install PostgreSQL MCP Server

{
  "mcpServers": {
    "postgres": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-postgres",
        "postgresql://user:password@localhost:5432/dbname"
      ]
    }
  }
}
Paste into ~/.cursor/mcp.json, replace the connection string, restart Cursor

PostgreSQL MCP Server — Database Queries for AI

MCP server for PostgreSQL database access. Run read-only SQL queries, inspect schemas, list tables, and analyze data directly from Claude Code or Cursor.

MCP Hub 58MCP Configs

Jina Reader — AI-Friendly Web Content Extraction

Convert any URL to clean markdown for AI consumption. Free API at r.jina.ai strips ads, navigation, and clutter. Used by AI agents for web research and RAG.

MCP Hub 277MCP Configs

Claude Code Templates — 600+ Agents, Commands & MCPs

Ready-to-use Claude Code configurations: 600+ agents, 200+ commands, 55+ MCPs, and project templates. Install any template with one command.

TokRepo Curated 249MCP ConfigsConfigs

Google Stitch MCP — AI Design via Model Context Protocol

Connect Claude Code, Cursor, Gemini CLI, or VS Code to Google Stitch for AI-driven UI design. Create projects, generate screens from text, edit designs, manage design systems — all via MCP.

TokRepo Curated 181MCP Configs

Pal MCP Server — Multi-Model AI Gateway for Claude Code

MCP server that lets Claude Code use Gemini, OpenAI, Grok, and Ollama as a unified AI dev team. Features model routing, CLI-to-CLI bridge, and conversation continuity across 7+ providers.

TokRepo Curated 178MCP Configs

Chrome MCP Background Proxy — Fix Popups, Focus Stealing & Multi-Agent Conflicts

Drop-in proxy for Chrome MCP. Solves Chrome 146+ debugging popups, focus stealing, and multi-agent conflicts with persistent CDP connection, request ID remapping, and sessionId-based event routing.

henuwangkai 155MCP ConfigsScripts
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Neon — Serverless Postgres with Database Branching

Serverless PostgreSQL with instant database branching, autoscaling, and a generous free tier. Branch your database like git branches — test schema changes without touching production. 16,000+ stars.

MCP Hub 92MCP Configs

Appwrite — Open-Source Backend for AI Apps

Complete cloud backend with auth, database, storage, functions, and messaging in one platform. Self-hostable. 55K+ GitHub stars.

TokRepo Curated 86MCP Configs

Codebase Memory MCP — Code Knowledge Graph Server

High-performance MCP server that indexes codebases into persistent knowledge graphs. Supports 66 languages, sub-millisecond queries, and claims 99% fewer tokens than raw file context. 1,100+ stars.

MCP Hub 80MCP Configs

Neon MCP — Serverless Postgres via AI Agents

MCP server for Neon serverless Postgres. Create projects, branch databases, run SQL, optimize queries via natural language. Safe migration workflow with branching. MIT, 574+ stars.

MCP Hub 79MCP Configs

Codebase Memory MCP — Code Intelligence for AI Agents

High-performance code intelligence MCP server. Indexes repos in milliseconds via tree-sitter AST, supports 66 languages, sub-ms graph queries. MIT, 1,300+ stars.

MCP Hub 78MCP Configs
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MCPHub — Centralized MCP Server Management Hub

Manage multiple MCP servers from one dashboard. Smart routing, hot-swap config, OAuth 2.0 auth. Deploy via Docker in one command. Apache-2.0, 2,000+ stars.

MCP Hub 74MCP Configs
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LMDeploy — High-Performance LLM Deployment Toolkit

Deploy and serve LLMs with 1.8x higher throughput than vLLM. 4-bit quantization, OpenAI-compatible API. By InternLM. 7.7K+ stars.

MCP Hub 74MCP Configs
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Smithery CLI — MCP Server Registry & Installer

Search, install, and manage MCP servers from Smithery's registry of 6,000+ servers. One command to connect any MCP server to Claude, Cursor, or other AI tools. AGPL-3.0.

MCP Hub 72MCP Configs

Wrangler MCP — Cloudflare Workers for AI Agents

MCP server for managing Cloudflare Workers, KV, R2, and D1 from AI agents. Deploy serverless functions, manage storage, and query databases through Claude Code tool calls.

MCP Hub 67MCP Configs

Docker MCP — Container Management for AI Agents

MCP server that gives AI agents Docker container management capabilities. Build, run, stop, and inspect containers through tool calls for automated DevOps workflows.

MCP Hub 67MCP Configs

Firecrawl MCP — Web Scraping Server for AI Agents

Official Firecrawl MCP server for AI agents to scrape, crawl, and extract structured data from any website. Supports batch scraping, search, and markdown extraction. 15,000+ stars.

MCP Hub 67MCP Configs

MCP Inspector — Debug MCP Servers Visually

Official MCP Inspector for testing and debugging MCP servers. 9.3K+ stars. Web UI, tool/resource/prompt inspection, request testing.

MCP Hub 66MCP Configs

Haystack MCP — Connect AI Pipelines to MCP Clients

Expose Haystack RAG pipelines as MCP servers. Let Claude Code and other AI tools query your document search, QA, and retrieval pipelines through the MCP protocol.

Skill Factory 65MCP Configs
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Browser Use — AI Agent Browser Automation

Let AI agents control web browsers with natural language. Browser Use provides vision-based element detection, multi-tab support, and works with any LLM provider.

MCP Hub 65MCP Configs

Context7 — Live Library Docs for LLMs, 51K Stars

MCP server fetching up-to-date, version-specific library documentation into LLM context. Eliminates hallucinated APIs across 30+ AI coding tools.

TokRepo Curated 65MCP Configs

Unstructured — Document ETL for LLM Pipelines

Extract clean data from PDFs, DOCX, HTML, images, and emails for RAG and LLM ingestion. 14K+ GitHub stars.

MCP Hub 64MCP Configs

Serena — Semantic Code Agent via MCP

Serena is a coding agent MCP server with semantic code retrieval and editing. 22K+ stars. Understands classes, functions, symbols for precise context-aware edits. MIT.

MCP Hub 64MCP Configs

Uptime Kuma — Self-Hosted Uptime Monitoring

Monitor HTTP, TCP, DNS, Docker services with notifications to 90+ channels. Beautiful dashboard. 84K+ GitHub stars.

MCP Hub 62MCP Configs

Context7 — Up-to-Date Docs MCP for AI Editors

MCP server that provides AI code editors with up-to-date library documentation. Eliminates hallucinations from outdated training data. Supports 1000+ libraries. 51K+ stars.

MCP Hub 62MCP Configs
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Glama — MCP Server Discovery and Management

Directory and management platform for MCP servers. Discover, install, and monitor Model Context Protocol servers for Claude Code, Cline, and other AI coding tools.

MCP Hub 61MCP Configs
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DBHub — Universal Database MCP Server, Zero Dependencies

Token-efficient database MCP server supporting Postgres, MySQL, MariaDB, SQL Server, and SQLite. Just two MCP tools, zero dependencies, read-only safe.

TokRepo Curated 60MCP Configs

Chrome DevTools MCP — Browser Debugging for AI Agents

Give your AI coding agent full access to Chrome DevTools for browser automation, debugging, and performance analysis. Works with Claude, Cursor, Copilot, and 15+ AI tools.

MCP Hub 59MCP Configs
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mcp-agent — Build AI Agents with MCP Patterns

mcp-agent is a Python framework for building AI agents using the Model Context Protocol. 8.2K+ GitHub stars. Implements composable workflow patterns (orchestrator, map-reduce, evaluator-optimizer, rou

MCP Hub 59MCP ConfigsScripts

Claude Code MCP — Run Claude as Agent-in-Agent

MCP server that runs Claude Code CLI in one-shot mode inside other AI tools. Enables Cursor, Windsurf, and Claude Desktop to delegate complex tasks to Claude Code. 1.2K+ stars, MIT.

MCP Hub 57MCP Configs

Live database context for AI agents

The PostgreSQL MCP server solves the most frustrating failure mode in AI-assisted development: the model writes perfect-looking SQL against a schema that doesn't exist. With the MCP server installed, Claude Code and Cursor can inspect your real tables, read live column types, check actual indexes, and test queries before suggesting them. No more "hallucinated table names" — the model is grounded in what's actually in your database.

The official reference implementation ships in read-only mode by default, which is exactly what you want for a production connection. The AI can SELECT, run EXPLAIN ANALYZE, and explore pg_catalog — but it can't accidentally DROP TABLE users. For write access, point it at a separate dev database or create a bounded role with explicit grants. Both modes are production-safe when configured correctly.

Where this gets transformative is pairing the PostgreSQL MCP server with a GitHub MCP server. An agent can now: read a failing migration from a PR, check the current schema in staging, detect the conflict, rewrite the migration, and open a follow-up PR — all in one conversation. For broader database tooling including MySQL, MongoDB, and Supabase, browse the TokRepo database directory. For agent frameworks that chain these tools together, see our agent building tools.

The moment your AI stops hallucinating table names is the moment it starts shipping real migrations.

Questions fréquentes

What is the PostgreSQL MCP server?+

The PostgreSQL MCP server is an open-source implementation of the Model Context Protocol that lets AI agents query a Postgres database. It exposes a set of structured tools — list tables, describe schema, run query, explain query — and handles connection pooling and error handling. The reference implementation is read-only by default and ships under @modelcontextprotocol/server-postgres on npm.

How do I install the Postgres MCP server in Claude Code?+

Run `claude mcp add postgres -- npx -y @modelcontextprotocol/server-postgres postgresql://user:pass@host:5432/db` in your terminal, then restart Claude Code. Verify with `claude mcp list`. For production databases, we strongly recommend creating a dedicated read-only Postgres role and putting its credentials in the connection string — never use a superuser account.

Is it safe to connect the MCP server to a production database?+

Yes, if you use a read-only role and enable statement timeouts. Create a Postgres role with only SELECT permissions on the schemas the AI needs, set `statement_timeout` on the role to prevent runaway queries, and consider putting the connection through pgbouncer with a capped pool size. Never give the AI an account with DROP or TRUNCATE privileges on production data.

Can the MCP server write to the database?+

The official reference implementation is read-only. For write access you have two options: (1) Use a fork that supports INSERT/UPDATE with approval workflows, or (2) Run a second instance of the server against a separate dev/staging database where write access is safe. Many teams keep a read-only production connection AND a writable staging connection configured simultaneously.

Does it work with Supabase, Neon, and other hosted Postgres?+

Yes. Anything that speaks the Postgres wire protocol works — Supabase, Neon, Railway, AWS RDS, Azure Database for PostgreSQL, Google Cloud SQL, and self-hosted clusters. Just point the connection string at the host. For Supabase specifically, check the TokRepo database directory — there's a dedicated Supabase MCP server that also exposes auth and storage APIs.

What PostgreSQL versions are supported?+

The reference server uses the node-postgres driver, which supports PostgreSQL 9.4 through 17. For query-plan inspection features (EXPLAIN ANALYZE with JSON output), you need PostgreSQL 9.6+. For the best experience with modern AI workflows, we recommend PostgreSQL 15 or 16 since they expose richer pg_stat views the AI can use for performance diagnosis.

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