Discover Awesome MCP Servers

Ghidra MCP Bridge

A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilities to AI agents, enabling binary analysis via tools like overview, search, view, list, edit, script execution, and version control.

MCP Weather Data Fetcher

Enables AI agents to retrieve live weather updates for any city via OpenWeatherMap, wrapped in MCP format.

llms-mcp

An MCP server that exposes the llms.txt file and its referenced local or external resources from a project root to provide context for AI models. It automatically parses documentation links and URLs to make them accessible as additional MCP resources.

mcp-semclone

Enables LLMs to perform software composition analysis including license detection, vulnerability assessment, SBOM generation, and policy validation using the SEMCL.ONE toolchain.

NotebookLM MCP Server

MCP server for Google NotebookLM that drives a real Chrome via Patchright so an agent can chat against a notebook, ingest sources, generate audio overviews, and read DOM-level citations.

XiaoZhi History MCP

A semantic search MCP server that provides historical question-and-answer capabilities using an embedding-based retrieval system. It connects to the XiaoZhi Agent via WebSockets to query a local SQLite history database.

slack-to-laptop

Enables Claude Code to interact with Slack via MCP tools, allowing thinking steps, text streaming, status updates, and stream closure in Slack threads.

VulnMCP

An MCP server for vulnerability management that provides tools for automated severity and CWE classification using NLP models. It enables AI agents to query the Vulnerability Lookup API for detailed CVE information and search for security vulnerabilities across various sources.

UiPath MCP Server

Enables integration of UiPath's robotic process automation platform with GenAI applications through the Model Context Protocol, providing comprehensive API coverage, multiple authentication methods, and enterprise-ready features.

Orders DB MCP Server

Enables natural language querying of a customer and orders database through read-only MCP tools for finding customers, listing orders, and generating revenue summaries.

sql-explorer-mcp

Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with multi-server support and three-layer safety using AST validation and linting.

ProofFlow MCP Server

Enables AI coding agents to record auditable work ledgers with evidence chains, from contract to proof packet, via MCP tools for file scanning, code review, and issue triage.

BRaVa MCP

Enables querying rare-variant, gene-based association results across ~1.2M individuals from 10 global biobanks, supporting phenome-wide scans, replication screens across ancestries, and candidate list evaluation for 44 harmonized traits.

svelte-llm

Svelte and SvelteKit developer odcumentation

licinexus-mcp

razilian public procurement (PNCP) and Federal Revenue CNPJ data for any MCP client. 18 tools covering bids, contracts, atas de registro de preço, annual procurement plans, CNPJ enrichment, plus temporal aggregation and period comparison. MIT licensed, maintained by Licinexus under Law 14.133/2021.

meok-aaif-agent-card-mcp

Publishes AAIF Agent Cards and bridges A2A and OASF to AAIF, with built-in EU AI Act compliance.

Word MCP Server

MCP server for real-time Microsoft Word document manipulation via COM automation. Word runs in a visible window — every change appears instantly.

mendeley-mcp

MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients

otaman-bus-server

Provides a stdio MCP server for single-user local operation of the otaman platform, enabling agent orchestration, slash commands, and skill management within Claude Code without a remote bridge daemon.

Amazon Creators MCP

placement for the depractaed Amazon Product Advertising endpoint. You ask Claude to find something, it searches the live Amazon catalogue, and it hands you back a finished HTML card - image, price, savings, star rating, your Associates tag already baked into the link, and the disclosure footer Amazon requires, by Houtini

mcp-ai-news-server

MCP server that fetches and filters AI-related news from 20+ RSS feeds with scheduled notifications and email digests.

CatalogAPI MCP Server

Provides read-only access to the CatalogAPI global rewards and gift card API, enabling assistants to answer questions about reward coverage, catalog contents, and integration via live data.

perplexity-webui-mcp

MCP server that queries Perplexity Pro via WebUI session token, providing model-specific tools for search and deep research.

woow_emqx_mcp_server

MCP server for EMQX that exposes 39 tools across 7 categories for managing clusters, clients, topics, messaging, access control, diagnostics, and data integration, with a web GUI and layered safety controls.

mcp-memory-hnsw

Provides persistent semantic memory for Claude Code and Claude Desktop with fully offline local embeddings and HNSW indexing, enabling memory storage, semantic search, listing, and deletion across sessions.

gmail-mcp

A read-only MCP server that gives Claude unified access to multiple Gmail and Microsoft 365 accounts, enabling email search, reading, and listing through one connection.

TeamCity MCP Server

Enables management of TeamCity CI/CD operations through natural language commands, including builds, projects, tests, artifacts, and more.

docvet

Enforces Python docstring quality by checking presence, completeness, accuracy, and rendering, integrated as an MCP server for AI coding agents.

foolfuuka-mcp-server

MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe) via the FoolFuuka API, enabling AI agents to search and retrieve historical archived posts.