Discover Awesome MCP Servers

conventions-mcp

A deterministic, local memory MCP server for coding conventions and instructions, with project-scoped rules and proactive retrieval hooks.

AI Work Hub MCP Server

A local-first MCP server that lets AI assistants search and retrieve context from indexed projects, Git state, decisions, and tasks without sending data to the cloud.

mcp-pymilvus-code-generate-helper

An MCP server that retrieves relevant code snippets and documents to assist in generating pymilvus code, converting between ORM and client, and translating Milvus code between programming languages.

MCP Gateway

Aggregates multiple upstream MCP servers (stdio, streamable-http, sse, websocket) behind a single streamable-HTTP endpoint with declarative configuration, namespacing, filtering, and auto-reload.

mcp-server-naver-search

Search Naver (Korea's #1 search engine) for shopping prices, real-time news, and blogs. Perfect for Korean local information.

WpfPilot MCP

MCP server for AI agents to automate Windows WPF apps with semantic UI Automation selectors, screenshots, recording, and FlaUI test generation.

notes-mcp

A simple MCP server for chatbot/human collaborative management of text content stored as markdown files with YAML frontmatter.

correctover-mcp-server

Enables protocol-level runtime verification of AI agent tool calls across six dimensions with a fail-closed guarantee, blocking any action that fails verification before execution.

Planslurpen MCP Server

Enables interaction with Planslurpen, a Norwegian service that uses AI to interpret zoning and regulation plans. Supports retrieving plan data, looking up plans by property address, downloading plan provisions, and filtering structured plan information.

OLS MCP Server

Provides reliable access to the Ontology Lookup Service (OLS) API, enabling AI assistants to accurately search and retrieve terms from biological and medical ontologies.

cds-kb-mcp

A dataless MCP server that searches the SAP CDS knowledge base, allowing users to query view metadata and retrieve full view details using local or remote data sources.

Filesystem MCP

A FastMCP server providing comprehensive file system, Docker, and Git operations with concurrency safety and dual transport support.

job-mcp

Enables multi-source tech job search and application with CV-based skill extraction, deduplication, and scoring across HireMeTech, Comeet, and AllJobs, supporting autonomous or supervised workflows.

docker-mcp-server

More than just an MCP server that covers the entire range of Docker management tasks, it helps you create workflows to easily manage your Docker environments at scale. It allows you manage multiple local or remote (TCP, TLS, SSH) docker instances and exposes things like logs and stats as resources so that you can monitor and triage all of them.

j-platpat-mcp

MCP server that wraps the official JPO patent information API to enable retrieval of patent, trademark, and design records for known case numbers.

kubeaid-mcp

An MCP server that lets AI assistants manage KubeAid GitOps clusters, inspecting ArgoCD apps, pods, events, and resources, with optional write operations like syncing apps and scaling deployments through your own kubeconfig credentials.

openalex-mcp

Connects AI agents to the OpenAlex scholarly database, enabling search and retrieval of works, authors, institutions, and sources via natural language.

MCP Server

A minimal Django project exposing MCP-style endpoints for listing and fetching records, and generating OpenAI responses via the Responses API using an in-memory store.

mcp-interactive-terminal

MCP server that gives AI agents real interactive terminal sessions for running REPLs, SSH, database clients, and any interactive CLI with clean text output and smart completion detection.

mcp-dev-agent

Provides AI agents with shell execution and file management capabilities on a development VM, including running commands and editing files via tools like run_command, read_file, and edit_file.

TestGraph

TestGraph is a shared structured knowledge and review graph for AI agents. Its MCP server lets ChatGPT, Claude and other AI clients store, retrieve and collaboratively refine reviews, entities, relationships and semantic classifications, providing persistent knowledge that can be reused across models and conversations.

linkedin-mcp

Enables Claude to manage your LinkedIn account and pages (post, schedule, read feed, comments) by driving a real local Chrome browser under your logged-in session.

mcp-content-pipeline

Analyzes YouTube videos and X (Twitter) feeds to extract transcripts, generate takeaways, TLDRs, social hooks, and comic-style infographics, and syncs results to GitHub, all callable as MCP tools.

runtime-mcp-server

Provides AI coding agents with real-time visibility into local development runtime state, enabling them to tail application logs, inspect ports, monitor process metrics, and diagnose network errors.

mcp-claims-triage

MCP server that helps AI agents analyze medical insurance claims, flag anomalies, score risk, and suggest next actions.

flox-mcp

MCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators, place orders, and query PnL from Claude/Cursor.

mcp-dailymed

Search and retrieve FDA Structured Product Labels from DailyMed via NLM, supporting queries by drug name, NDC, RXCUI, and more.

mcp-local

Runs local MCP servers (filesystem, search, read-only shell) exposed via Tailscale Funnel with OAuth, enabling claude.ai to securely access local files and run shell commands through a custom connector.

x402watch

Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer detection, daily CC0 datasets, MCP server with 5 read-only tools.

gomission-mcp

Mission MCP is a Trust Graduation gate for AI agents, with visible approval ceremonies and receipt-backed boundaries for consequential actions.