916 reviewed MCP servers in this category · page 3 of 16 · all categories
AI-service MCP servers chain other models into your assistant: text-to-speech, image and video generation, and access to thousands of hosted models. They turn a chat assistant into a small production pipeline — write the script, generate the voiceover, produce the artwork — without leaving the conversation.
[Model Context Protocol](https://modelcontextprotocol.io/introduction) (MCP) is an open protocol that standardizes how applications provide context
A Model Context Protocol (MCP) server that connects LLMs to BloodHound Community Edition and BloodHound Enterprise. Ask questions in natural
One `brain.db` gives your agent durable memory across sessions — facts learned, decisions made, entities tracked, and state handed off. No server. No
Search brands and retrieve design assets, company data, other brand context from Brandfetch's API
Every answer goes through a multi-step verification pipeline. No hallucination. Every claim is backed by a real source.
Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab.
An MCP server that enables agents to perform bulk BNB and BEP20 token transfers on BSC.
MCP server for Bluesky
A comprehensive Model Context Protocol (MCP) server that enables LLM clients to interact with various build systems including Gradle, Maven
A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub
Reports which of your code's API usages break before you upgrade a dependency (Python + .NET).
cal2prompt is a command-line tool that fetches your schedule (e.g., from Google Calendar) and converts it into a custom prompt or text snippet via a
MCP server for Callimachus: local index and search of your AI coding-agent threads
LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.
Reduce your Claude Code tokens with ‘CC token saver’ MCP server that intelligently delegates simple tasks to your local LLM while keeping Claude Code
# Cerebra Legal MCP Server An enterprise-grade MCP server for legal reasoning and analysis based on the "think" tool concept from [Anthropic's
Cerebro MCP server for ZCode — 17 memory tools. Auto-reads ~/.config/cerebro/config.json. Use via: npx -y @mingxy/cerebro-mcp-zcode
A Model Context Protocol (MCP) server with RAG (Retrieval-Augmented Generation) capabilities for intelligent document processing and question
Local-first AI PKM memory for coding conversations.
This project implements an MCP (Model Context Protocol) server that provides tools for generating and editing images using OpenAI's `gpt-image-1`
Cross-platform `Macos | Windows | Linux | iOS | Android | Web` AI Chat Client
MCP Chat Desktop by AIQL.com
ChatSpatial replaces ad-hoc LLM code generation with **schema-enforced orchestration**. Instead of generating arbitrary scripts, the LLM selects
A simplified Model Context Protocol (MCP) server that provides text-to-speech generation with automatic playback using the Chatterbox TTS model. The
Cheema Text-to-Voice is a free, open-source MCP server that gives any MCP-compatible AI assistant, including Claude Desktop, Claude Code, and n8n, a
1. 创建conda环境： ```bash conda create -n chemmcp python=3.11 conda activate chemmcp ```
Embeddings, vector search, document storage, and full-text search with the open-source AI application database
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Compatible with Claude Code, Cursor, VS Code Copilot, OpenAI Codex, Gemini CLI, Goose, and any other MCP- or [Agent
An implementation of the "Claimify" methodology for factual claim extraction, delivered as a local Model Context Protocol (MCP) server. This tool
Stress-test fund classifications against the proposed SFDR 2.0 rules from a chat prompt
Anthropic Claude Messages API MCP server — chat, vision, web search, extended thinking
Anthropic sent a trademark take down notice for claudekeep, so this little experiment is over. The code remains available in case its useful for
Professional Model Context Protocol (MCP) server ecosystem for Anthropic's Claude Desktop and Claude Code CLI integration.
Session continuity and persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI. Auto-injects past context on start, hands over hot
Agentic AI for your vault. Use Claude, ChatGPT, Gemini, and local models to chat, search, create, and manage your notes with semantic memory, image
Generate AI images and video from Claude, ChatGPT and Cursor via remote MCP.
A Rust-based gRPC server that provides a standardized interface to Core Lightning nodes. This server implements the MCP (Model Context Protocol)
This MCP Server integrates with AI Tools to manage your time entries in Clockify, so you can register your time entries just sending an prompt to LLM.
ClojureMCP is an MCP server that connects an LLM client (like Claude Code or Claude Desktop) to your Clojure project. It provides REPL tools and
Job search and interview prep MCP. 11 tools, OAuth 2.1, cross-LLM. four-leaf.ai.
Autonomous Repository Intelligence engine with web UI and MCP server. Unified semantic code understanding, local RAG, and agent working memory.
An open-source AI coding agent, written in Rust, with a native GUI, a terminal mode, and integrations for editors and MCP clients. It runs an
A Model Context Protocol server to dump your codebase into your LLM model
A blazingly fast codebase graphRAG implementation in 100% Rust
A knowledge management tool for code repositories using vector embeddings. This tool helps maintain and query knowledge about your codebase using
A MCP server for code reviews
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
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
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
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
A Model Context Protocol (MCP) server that enables AI consciousness persistence across sessions using RAG (Retrieval-Augmented Generation)
Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code