Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.
Directory
42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.
Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents.
Local MCP companion for CodePet status, quests, and source-free coding events. Tools include get...
MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs
Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.
Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.
An MCP server that provides CodeScene Code Health analysis tools.
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
AI codebase health analysis: dead code, circular deps, coupling, architectural drift.
Codebase health MCP: dead code, cycles, coupling, architectural drift.
AI-powered static and contextual code analysis MCP server
Local design engine for AI agents: create, edit and export real, editable designs.
Indexes your codebase's public API and serves it via compact MCP tool responses.
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h hosted URL.
Keyless MCP server for Codewars: user ranks, honor, kata.
Save tokens while coding — your AI agent gets structured code context, not file dumps.
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
See what your AI edits affect. Structural checks for AI code changes. 28 MCP tools, no LLM.
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
Durable MCP control plane for long-running Codex Desktop tasks.
Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation.
MCP server wrapping Codex CLI for stdio-based tool calls.
Stateful Windows OpenSSH server operations for Codex with local credential handling.
Delegate coding tasks to the OpenAI Codex CLI, installed separately, with explicit model and effort.
Wraps Codex CLI as MCP tools: codex, review, query, search, structured, ping, listSessions.
MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review
Spawn multiple specialized Codex agents as MCP servers, each independently configured.
Parallel Codex CLI workers from any MCP client: one git worktree each, state in SQLite, web board.
A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift.
ChatGPT (Codex CLI) and Claude (Claude Code) discuss until they agree, on your own subscriptions.
Codex-native codebase intelligence context compiler and query-only MCP server.
Discover, evaluate, install, and validate generated websites for the self-hosted CodeY CMS.
A coding and development harness on local models or hosted APIs, for code, review, research and ops.
Easily create reusable automation tools from casual browser actions using Apify Agent
Terminal output, project snapshots and semantic diffs as LLM-ready context
AI coding standards that enforce production-grade code with DDD, SOLID, TDD guardrails.
AI-powered task execution, tickets, sprints, error debugging, and desktop control.
Repo intelligence: triage, fix PRs, SARIF reachability, recall. Free codna login to execute.
Coffee drink encyclopedia from SampleAPIs with recipes for hot and iced drinks.
A self-improving, verifiable memory layer for AI coding agents.