MCP Server Registry

Integrates code analysis using a Neo4j graph database to enable structural insights, quality metrics, and natural language querying of codebases.

CodeAtlas MCP - an enterprise-grade local-first Code Graph RAG MCP Server.

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 155 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.

Crawls documentation websites and extracts code snippets using tree-sitter parsing, automatically categorizing and enriching them with metadata to build searchable code databases for technical documentation.

MCP server that builds code graphs to provide rich context to LLMs

Indexes codebases into a Neo4j graph database to enable sophisticated code analysis including function call relationships, class hierarchies, dead code detection, and dependency tracking through real-time file monitoring and direct Cypher queries.

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Local source code indexer for Python and Java with embedded SQLite storage.

MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.

基于 Tree-sitter 的多语言代码图系统。将源代码解析为统一 IR，构建 CST 图、调用图、数据流图、框架端点图、依赖调用图，存入 SQLite。面向 AI Agent 漏洞挖掘提供可解释的结构事实，不内置漏洞判定规则。

Execute Python, JavaScript, SQL code in a sandbox. x402 micropayment.

Official Airtable MCP server — database and operations layer for agents.

Build and deploy full-stack Next.js apps with 98 tools for React, AWS, and MongoDB.

Query synced business data with scoped, read-only SQL and freshness through MCP.

Pre-action risk gate: AI agents call before any irreversible action (money, SQL, delete).

Database for your AI agent. Turn its output into data, docs, skills, and apps you can actually use.

Live US options chains with Greeks and IV, a screener, SQL, and FMP fundamentals.

MySQL change tracking with instant row-level recovery and forensic attribution for compliance.

Read-only health validation for Windows Server failover clusters running SQL Server FCI.

Kotlin compile-time SQL library. Docs, code validation, and SQLite execution tools.

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.