Discover Awesome MCP Servers

ScriptDocs MCP Server

A Model Context Protocol server that provides AI coding agents with real, live, source-cited documentation for npm, PyPI, and Cargo packages, including READMEs, metadata, vulnerability checks, and package search.

Headless Codebase Indexer

A minimalist indexing tool that provides AI agents with semantic search and structural AST parsing for deep codebase understanding. It enables autonomous agents to navigate large codebases predictably using vector embeddings and native language server capabilities like definition and reference tracking.

Monotype MCP Server

Enables integration with Monotype API for managing company users, teams, and roles through natural language commands with an Ollama-powered backend and React chat interface.

Multiplayer MCP Server

Enables coding agents to join a secure agent-to-agent network for team collaboration, with tools for direct messaging, shared rooms, and approval-gated file/command requests.

nohumans-mcp

Find and vet paid x402 API services before an agent spends money on them, with live reliability scores and recency-weighted probing.

Allotrope MCP Server

Provides tools for validating, listing, describing, and fetching Allotrope Simple Model (ASM) data formats for laboratory instruments.

klattsch-mcp

Enables AI models to speak and sing using retro-style formant speech synthesis, converting text or phoneme strings to WAV audio via MCP tools.

color-engine

Provides CSS color utilities including parsing, conversion, gamut mapping, WCAG contrast, tint/shade ramp generation, and contrast-target solving.

MCP Docs Server

Provides direct access to local documentation files through simple search and overview tools, enabling LLMs to query project-specific markdown documentation without requiring vector databases or RAG pipelines.

Terror

Terror is an agentic Terraform replacement that lets you provision and manage cloud infrastructure through natural language, using a stateless, plan-then-apply architecture with built-in rollback.

vicsee-mcp-server

Enables AI agents to generate, edit, and upscale videos and images using VicSee's API, with support for multiple models and asynchronous task polling.

Allowance MCP

Enables AI agents to request purchase approval from humans, receive scoped virtual cards, complete checkout, and report receipts for audit.

MemMCP

A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead logging and FAISS hybrid vector search for deterministic, secure memory operations.

MCP Time Server

A lightweight Model Context Protocol server that provides current UTC time in various formats, including ISO 8601 and Unix timestamps. It is designed for seamless integration with Cursor IDE to provide consistent time-related capabilities across all development projects.

Typefully MCP Server

Typefully MCP Server

JSON Mapping & Context MCP Servers

Enables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.

Aider RepoMapper MCP Server

Generates optimized repository maps and enables identifier search with graph-ranking, designed for efficient LLM context caching and codebase navigation.

Thinking Agent MCP

Enables thinking models to extend their reasoning by outsourcing parts of the chain of thought to a non-thinking model via the chat_agent tool, with configurable parameters.

mdshare

Markdown collaboration for AI workflows. Share markdown via public links with four permission levels, inline comments, and real-time sync. AI agents can read docs, review comments, incorporate feedback, and resolve threads. Free, no login.

prefab-sentinel

MCP server for safely inspecting and editing Unity/VRChat prefabs, scenes, and assets. It diagnoses override collisions, broken references, and runtime exceptions, with read-only YAML analysis and write operations via an Editor Bridge.

mixamo-mcp

Enables Claude Code to automate Mixamo: browse/search animations, upload custom characters via Auto-Rigger, set animation parameters, and download animations with your character.

Databricks MCP Server

Enables AI assistants to interact with the Databricks platform through 263 tools and 8 prompt templates, covering Unity Catalog, SQL, Compute, Jobs, Pipelines, and more.

combine-memory-mcp

Persistent memory server for CMS Combine lessons, enabling saving and searching confirmed error-cause-fix chains across sessions and users.

Patient Data MCP Server

Enables querying a synthetic patient dataset with tools to look up patients by ID, age, disease, name, and get statistics, connecting Claude Desktop to local data.

Joplin MCP Server

MCP server that provides standardized tools for querying and retrieving notes from Joplin personal knowledge manager through its API, enabling AI assistants to access and reference personal notes contextually.

strudel-mcp

Provides Strudel reference documentation as MCP tools for AI coding assistants, enabling function lookup, search, and syntax reference.

ambient-context-mcp

Windows tray process that exposes local ambient context (presence, foreground app, battery, etc.) as MCP tools with privacy classification and opt-in controls.

Remote MCP Server

A Cloudflare Workers-based server implementing the Model Context Protocol (MCP) that allows AI models to access custom tools without requiring authentication.

SpectraMCP

Enables AI agents to process RF signals, perform spectral analysis, and execute radar DSP primitives such as Range-Doppler processing and CFAR detection, supporting both file-based and live SDR capture.

Temporal Knowledge Substrate

An MCP server that lets LLM agents accumulate organizational knowledge across sessions, scoped by domain, backed by Neo4j with enforced structural invariants.