Eclipse IDE as an MCP Server for AI Agents

Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.

Standalone MCP server for cross-pane AI agent communication via tmux. Lets Claude Code, Gemini CLI, Codex, and Kimi CLI talk to each other through tmux panes.

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

The IM for agents. Shared Agent Context & Memory, supervised execution, and cross-agent audit across AI providers.

Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source code.

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree-sitter AST chunking, fully offline. For OpenCode, Claude Code, Cursor, and any MCP client.

LeanCTX — Context Intelligence for AI systems.

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup

A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.

100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

Full AI context and content layer for coding agents over one MCP server — tree-sitter code-map, document RAG, shared memory, multi-agent comms, web crawl, git history + blame. 300+ languages, 10+ agent harnesses, pure Rust.

GitHub's official MCP Server

Give any AI agent the ability to code

Toolkit for Coding Agents to work reliably with repo of any size.

A structural code search engine for Al agents.

Give your AI Agent a whole IDE, not just the files

Official SonarQube MCP Server for code quality and security in AI agents

Chiasmus is an MCP server that gives language models access to formal verification