1,983 published MCP servers in this category · page 7 of 34 · all categories
Autonomous Repository Intelligence engine with web UI and MCP server. Unified semantic code understanding, local RAG, and agent working memory.
A Model Context Protocol server for code modification and generation. This server provides tools to create, modify, and delete code via Large
A Model Context Protocol server to dump your codebase into your LLM model
A secure Python code execution service designed to integrate with LLMs like GPT and Claude, providing a self-hosted alternative to OpenAI's Code
Multi-model AI code review server using OpenRouter - get diverse perspectives from multiple LLMs in parallel
A blazingly fast codebase graphRAG implementation in 100% Rust
Code Index MCP is a Model Context Protocol server that enables large language models (LLMs) to index, search, and analyze code in project directories.
A knowledge management tool for code repositories using vector embeddings. This tool helps maintain and query knowledge about your codebase using
MCP server for interacting with CodeRabbit AI reviews on GitHub pull requests. Enables LLMs to analyze, implement, and resolve CodeRabbit suggestions
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code
Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.
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
# Codex MCP Server <div align="center"> [](ht
Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.
Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation.
Delegate coding tasks to the OpenAI Codex CLI, installed separately, with explicit model and effort.
Cognee - is a library for enriching LLM context with a semantic layer for better understanding and reasoning.
MCP agent for Coinbase public API integration
MCP_SERVER_SUBMIT_URL="https://mcp.so/api/submit-project" ```
Local-first, agent-native control plane for ComfyUI — MCP server + autonomous sidebar agent that drives your live graph in natural language on ANY
A Model Context Protocol (MCP) server for ComfyUI that provides image generation and prompt optimization services.
Smart LLM routing across every major provider via one OpenAI-shape API.
Remote-control Claude Code, plus PandaNote notes, AI model configs & scheduled tasks.
Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, TCO, and alternatives.
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
Tool for testing AI system prompts against various attack vectors
Official MCP (Model Context Protocol) server for UnificAlly: one API for 100+ AI video, image, music, and speech models. Ask Claude, Cursor, or any MCP client to generate with Veo 3.1, Kling…
ConKurrence is a statistically validated consensus measurement toolkit for AI evaluation pipelines. It uses multiple AI models as independent raters
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
Connect your AI assistant to ConnectMachine, the digital business-card and contact platform. Manage contacts, events, networks, and your digital cards in natural language.
A new unified Google Apps Script now deploys both Model Context Protocol (MCP) and Agent2Agent (A2A) networks as a single server, streamlining AI
Consul MCP Server for Discovery and Mesh
Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code
An MCP server that interfaces with OpenAI, Google, and Anthropic's APIs to give Claude Code "coworkers" to help it on difficult problems.
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + write, 35 tools.
Contendeo is the multimodal layer that lets your AI actually see video — not just read its transcript.
LLM Context Manager MCP Server & CLI wrapper using npx
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
A Go tool that **distills command output and retrieves code context** before it reaches a paid LLM. Available as a **Skill** (recommended), a
Search, browse and read your Contextli voice notes and transcriptions from any MCP client.
`context-pipe` is a high-performance orchestration layer directly inspired by Unix terminal piping — the same philosophy that made `cmd1 | cmd2 |
Developer Preview (v0.1-alpha). ContextPulse is under active development. APIs and configuration may change between releases. Report issues.
Screen capture, voice dictation, clipboard, keyboard/mouse activity. All local, all private.
A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server integrates
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
Access your Cosmonote audio notes, transcriptions, summaries, and action items.
MCP server for unified cost management across cloud providers
Static worst-case token-budget analysis for LLM-agent workflows + signed budget certificates.
Live Hugging Face model proofing, ATS resume scoring and career tools by Ambuj Kumar Tripathi
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
Wraps the Crawl4AI library with a Model Context Protocol (MCP) server, providing crawling functionality via Python functions.
Scrape JavaScript-heavy sites and extract structured data via reusable CSS schemas. A portable agent skill that wraps the
# Crawlab MCP Server This is a Model Context Protocol (MCP) server for Crawlab, allowing AI applications to interact with Crawlab's functionality. ##
Free technical-SEO audit MCP: crawl a site, run checks, return an LLM-ready shareable report.
100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. RU billing.
MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and
Constitutional-AI safety guardrails for any LLM — personas, constitutions, adjudication.
Transcribe and understand local audio/video with CrispASR and local models only.
Croatian legislation via MCP — full-text search across statutes and provisions