发现优秀的 MCP 服务器

Manim MCP Server

Enables compilation and serving of Manim animations through natural language. Supports compiling Manim Python code into videos and downloading the generated animations with secure authentication.

vibeframe

Enables agentic coding tools to maintain a living, in-repo model of intent, architecture, and code, with deterministic indexing, bidirectional linking, and continuous drift detection for task-scoped context and reconciliation.

dssat-mcp

Enables natural language interaction with the DSSAT crop model for simulation, calibration, and sensitivity analysis through LLM agents.

Twitter Spaces MCP Server

Enables downloading and AI-powered transcription of Twitter Spaces audio recordings with multiple output formats including speaker diarization, time-coded text, and summaries.

HR-ASSIST

An agentic AI system that automates end-to-end HR workflows, from onboarding to scheduling, using the Model Context Protocol (MCP).

むらっけ MPC Server

一个简易地再现了宝可梦特性“飘飘然”的 MPC Server

DaVinci Resolve MCP Server

Enables AI assistants to control DaVinci Resolve Studio through the official Scripting API, with full API coverage plus workflow helpers for editing, grading, Fusion, Fairlight, and project lifecycle tasks. Includes a compound tool mode for low context usage, a granular 341-tool mode, a local control panel, and an optional advanced offline server for working with Resolve project files.

okf-mcp

An MCP server that provides LLMs with full read/write access to an Open Knowledge Format (OKF) knowledge bundle, enabling structured, persistent long-term memory.

safe-fetch-mcp-server

A secure MCP server for fetching web content for agents, with provably correct SSRF protection against edge cases, redirects, and DNS rebinding.

Auxen MCP

Provision private AI model endpoints (Llama 3.1, Qwen 2.5, Mistral) on dedicated GPUs, billed per minute. OAuth 2.1 + DCR.

dsh-kankan-mail

Enables AI agents to create and manage kankan.email mailboxes, send and receive emails, renew mailboxes, and handle order payments and status queries through MCP tools.

blender-mcp

Connects Blender 3D modeling software with Claude AI, enabling natural language control of 3D modeling and scene manipulation tasks.

semantic-kinematics-mcp

Embedding space analysis toolkit that measures semantic drift, traces trajectory dynamics, and projects passages onto caller-defined semantic axes, exposed as MCP tools for agentic integration.

mcp-music-forge

MCP server for downloading and processing audio from SoundCloud and other sources, with tools for URL probing, download enqueueing, and job status tracking.

KVM MCP Server

A JSON-RPC server that simplifies managing KVM virtual machines by providing a centralized interface for VM lifecycle, networking, storage, and display management tasks.

Kodama MCP

AST-aware code exploration MCP server for AI agents, optimized for token efficiency.

mcp-servers (Six production-minded MCP servers)

A workspace of six MCP servers—grounded-cv (hybrid RAG with citations), repo-intel (GitHub repo intelligence), web-research (safe web search/extraction), ats-jobs (unified ATS job boards), outcome-ledger (durable task ledger), and coding-workflows (code review & planning)—purpose-built for agentic hiring evaluations.

github-portfolio-intelligence-server

Provides GitHub repository analysis tools for Claude, including repo summaries, commit history, issue tracking, contributor stats, and code quality assessment. Enables natural language queries about code quality, contributor activity, and repository comparisons.

feedback-mcp-server

A lightweight MCP server that enables AI assistants to collect interactive user feedback via a browser window with full Markdown rendering and syntax highlighting.

dejaview-mcp

Provides persistent knowledge graph memory for AI agents, enabling them to store, recall, and query facts about people, projects, and relationships across sessions.

MCP Server Template (TypeScript)

A minimal Model Context Protocol server template deployable on Render, providing Streamable HTTP transport, bearer token authentication, and a pattern for adding custom tools.

Google Docs MCP Server

Provides a standardized interface for interacting with Google Docs through the Model Context Protocol, enabling document management and content operations via natural language.

WHOOP MCP

A local MCP server that connects Claude to the WHOOP Developer API, allowing natural language queries about recovery, sleep, strain, workouts, and body measurements. All data stays on your machine with read-only access.

MCP Man Pages Server

Provides AI assistants with access to Linux man pages for searching, retrieving, and exploring system documentation.

Custom Fetch MCP

Enables Claude Code users with third-party APIs to fetch web pages locally, extracting main content without relying on the official Anthropic API.

MCPedia

MCP server for a content-first knowledge base, enabling AI agents to search (full-text, semantic, hybrid) and retrieve Markdown documents, list content, and find related docs.

mcp-data-cityofchicago

MCP server providing access to Chicago city data from data.cityofchicago.org via Socrata API. Enables querying and retrieving city datasets through natural language when used with the Pipeworx gateway.

chaoslimba-mcp-server

MCP server for ChaosLimba — provides read-only access to the Romanian language learning platform's database via the Model Context Protocol.

blacksmith-usage-mcp

A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling queries for CI spend through agents, alerts, or dashboards.

brave-mcp

Wraps chrome-devtools-mcp to control Brave/Chrome/Edge browsers with real user profiles, supporting multi-browser management, hot switching, and automatic reconnection.