Discover Awesome MCP Servers

mcp-semclone

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

database-analysis-mcp

Enables MySQL database analysis through natural language, including schema exploration, query execution, performance analysis, and ER diagram generation via the Model Context Protocol.

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.

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.

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.

Splunk MCP Server

Enables users to interact with Splunk instances to execute SPL queries, manage saved searches, and monitor system health. It provides a clean interface for listing dashboards, indexes, and logs through the Model Context Protocol.

agent-storefront

Enables any AI agent to discover, query, and order from a restaurant's storefront via MCP tools. It handles menu lookup, modifier validation, and enforces a mandatory confirmation gate before payment, replacing the human-operated phone line.

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.

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.

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.

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.

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.

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.

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.

Frappe MCP Server

Enables AI models to securely interact with Frappe Framework/ERPNext instances, supporting document CRUD, RPC methods, file management, workflows, reporting, and more via the Model Context Protocol.

Payme MCP Server

MCP server for Payme — the leading payment system in Uzbekistan. Enables AI agents to process payments, manage cards, and generate checkout links through the Model Context Protocol.

dep-guard-mcp

Scans Python, Node.js, Java/Spring, and PHP dependency manifests for known vulnerabilities using OSV and GitHub Advisory APIs.

OpenFinClaw CLI

Enables quant research, strategy generation, backtesting, and paper trading from natural language prompts, integrating with AI agents via an MCP server.

JobFindsMe

Enables AI agents to discover, filter, and track job openings based on the user's local resume, without uploading data to the cloud.

Sora2 MCP

Enables programmatic creation, management, and remixing of AI-generated videos using OpenAI's Sora API. Supports video generation with customizable parameters, status monitoring, downloading, and video remixing capabilities.

correo-despacho-mcp

Enables Claude to read, search, organize, and optionally send email via IMAP/SMTP for a law firm, with multi-account support and safety locks.