8,565 published MCP servers in this category · page 26 of 143 · all categories
AI coding agents waste 40-80% of their tokens on discovery — grepping through files, reading irrelevant code, and rebuilding context they've already seen in previous sessions.
Code indexing library for AI coding agents. Parses source code with tree-sitter, chunks it into semantic units (functions, structs, classes, impl blocks), embeds them locally, and stores everything…
Read-only access to your CodeMouse accounts, repositories, and AI pull-request reviews.
Code indexing MCP: 13 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.
Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents.
This MCP server provides tools to search and run capsules and pipelines, and manage data assets.
Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.
Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.
Let your AI coding agent draw editable diagrams — not another Mermaid snippet you have to paste.
This project runs a Model Context Protocol (MCP) server that wraps the CodeQL query server. It enables tools like [Cursor](https://cursor.sh/) or AI
MCP server for code quality: complexity, duplicates, naming, refactoring.
Source code plagiarism, peer similarity, and AI-generated-code detection for AI agents.
MCP server for interacting with CodeRabbit AI reviews on GitHub pull requests. Enables LLMs to analyze, implement, and resolve CodeRabbit suggestions
Prevent cross-repo architectural breakage before merge. Architecture knowledge graph from static analysis, blast radius in CI, MCP server for AI
Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants
Your team's shipping standards, org map and delivery metrics, inside your coding agent.
AI-driven JavaScript dead code elimination for Cursor (MCP server)
Enhanced MCP server for code reasoning using sequential thinking methodology, optimized for programming tasks
Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.
A Model Context Protocol server
Gemini-powered MCP server for code review analysis.
MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs
This AI agent analyzes code repositories, detects potential security vulnerabilities, reviews code quality, and suggests fixes based on Sentry error
This tool is a Model Context Protocol (MCP) server that provides automated code review and leaves GitHub PR comments for any app that supports MCP integration.
A MCP server for code reviews
Real coding-agent sessions: what worked, where agents failed and what the human did about it.
Code Runner MCP Server
CodeRunner helps you sandbox your AI agents and its actions inside a sandbox.
Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.
Compatibility evidence from real builds: does this library API work on your versions and runtime?
This release adds crash-safe JSONL streaming, failure-path telemetry for all 23 tools, encrypted error fields, and automatic log retention policies.
A CLI tool and MCP server that scans code files for definitions (classes, functions, etc.), respects .gitignore, provides line numbers, and outputs
The **CodeScene MCP Server** exposes CodeScene's [Code Health](https://codescene.com/product/code-health) analysis as local AI-friendly tools.
Works with Claude Code, GitHub Copilot (VS Code 1.99+), Cursor, Windsurf, and Claude Desktop. One command to index; the Claude Code plugin keeps it in sync from there.
CodeSeeker - Advanced code search and transformation for AI assistants. Powered by ugrep with intelligent replace capabilities.
Dead code, circular dependencies, excessive coupling, and architectural drift are invisible in day-to-day work. Static analysis tools produce noise in CI dashboards nobody checks. CodeHealth MCP…
CoDesign gives your coding agent a real design engine. Generate, edit, and automate _fully editable_ designs — print, social, and video — straight from the chat, then export print-ready PDFs…
MCP server for generating beautiful code snippet images
Command-line tool to summarize code files using Gemini Flash 2.0
Indexes your codebase's public API and serves it via compact MCP tool responses.
Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.
The Code Sync MCP architecture bridges the gap between local development and remote containers for interpreted languages - Python, Ruby, or other
This will automatically install `codetoprompt` and the required `mcp` library.
CodeVF CLI - Live debugging with vetted engineers (BETA)
AI-powered code-review toolkit: MCP server + CLI to analyze GitHub PRs with local LLM smells, cloud LLM summaries, inline comments, risk gating, and
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
# Codex MCP Server <div align="center"> [](ht
Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness
Codex-native codebase intelligence context compiler and query-only MCP server.
Connect MCP clients to local Codex Bridge agents, projects, approvals and workspace tools.
Connect MCP clients to local Codex Bridge agents, projects, approvals and workspace tools.
Codex MCP Tool is an open‑source Model Context Protocol (MCP) server that connects your IDE or AI assistant (Claude, Cursor, etc.) to the Codex CLI. It enables non‑interactive automation with codex…
Workspace-confined coding tools exposed as an MCP server.
This MCP server provides tools for accessing coding style guidelines and best practices for various technologies (Java, Python, React).
Give any AI chat or agent a safe pair of hands on your codebase.
A self-improving, verifiable memory layer for AI coding agents.
CogMemory MCP Server — Unified context subsystems for AI coding agents
MCP server for Cognigy.AI - 132 tools to build, configure & operate conversational AI agents
28-layer cognitive substrate with cross-session ToT evolutionary memory and self-telemetry tools
Session memory for AI coding agents: records decisions and dead ends, flags what went stale.