MCP Scoreboard

66502

Discovered

→

31827

Scored

→

2112

Verified

→

16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 2 hours, 50 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
50851	browser-mcp Claim Unified MCP server for browser automation (Playwright + CDP + CLI) and bookmark…	—	○ ⏳	—	N/A	N/A	—	—	—
50852	Navvi Claim Gives your AI agent a persistent browser identity with anti-detection, credenti…	—	○ ⏳	—	N/A	N/A	—	—	—
50853	Polymarket MCP Server Claim Enables interaction with Polymarket prediction markets through read-only access…	—	○ ⏳	—	—	—	—	—	—
50854	addgene-mcp Claim MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…	—	○ ⏳	—	—	—	—	—	—
50855	suna Claim	—	○ ⏳	—	N/A	N/A	—	95	—
50856	notebooklm-mcp Claim An unofficial MCP server for Google NotebookLM that enables users to manage not…	—	○ ⏳	—	N/A	N/A	—	—	—
50857	q0t-telegram-mcp Claim A production-quality Telegram MCP server that sends messages via Telegram API, …	—	○ ⏳	—	N/A	N/A	—	—	—
50858	extracto-mcp Claim Enables Claude and any MCP client to turn a URL plus a schema into validated, t…	—	○ ⏳	—	—	—	—	—	—
50859	AgentTalk MCP Server Claim Decentralized MCP server enabling AI coding agents to communicate and coordinat…	—	○ ⏳	—	N/A	N/A	—	—	—
50860	BCRP MCP Server Claim Enables AI agents to access economic statistics from the Central Reserve Bank o…	—	○ ⏳	—	—	—	—	81	—
50861	QuickContract MCP Claim Enables AI agents to sign contracts, release escrow, query portfolios, and veri…	—	○ ⏳	—	—	—	—	—	—
50862	mcp-dm8-server Claim Provides table structure browsing and read-only query capabilities for DM8 data…	—	○ ⏳	—	N/A	N/A	—	—	—
50863	AACT Clinical Trials MCP Server Claim Enables querying clinical trial data from the AACT database (ClinicalTrials.gov…	—	○ ⏳	—	—	—	—	—	—
50864	Forge Claim A local MCP server that enables AI agents to create and edit parametric CAD mod…	—	○ ⏳	—	N/A	N/A	—	—	—
50865	datasource-mcp Claim MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…	—	○ ⏳	—	—	—	—	—	—
50866	CloakBrowser MCP Claim CloakBrowser MCP is a Python MCP server that lets agents control a CloakBrowser…	—	○ ⏳	—	N/A	N/A	—	—	—
50867	OpenMemBrain Claim OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously …	—	○ ⏳	—	N/A	N/A	—	—	—
50868	Q1 Crafter MCP Claim Automates academic research from multi-source discovery across 18 databases to …	—	○ ⏳	—	N/A	N/A	—	—	—
50869	cloakbrowser-mcp Claim Playwright MCP-compatible browser automation using CloakBrowser Chromium, avail…	—	○ ⏳	—	N/A	N/A	—	—	—
50870	PDF Extraction MCP Server Claim Enables Claude to extract text and metadata from PDF files via URL or base64 en…	—	○ ⏳	—	N/A	N/A	—	—	—
50871	Fix Memory MCP Claim Local-first error memory for AI coding agents, enabling them to search past fix…	—	○ ⏳	—	N/A	N/A	—	—	—
50872	nws-mcp-server Claim MCP server that integrates the National Weather Service API to fetch weather al…	—	○ ⏳	—	—	—	—	—	—
50873	UK Property Intelligence Claim UK property data MCP server for AI hosts (Claude, ChatGPT). Wraps Land Registry…	—	○ ⏳	—	—	—	—	—	—
50874	Higgsfield AI MCP Server Claim MCP server integrating Higgsfield AI API for image generation, video animation,…	—	○ ⏳	—	—	—	—	—	—
50875	tokensStudioMCP Claim MCP server that reads Tokens Studio design tokens from Figma and makes them ava…	—	○ ⏳	—	N/A	N/A	—	—	—
50876	revolut-merchant-mcp Claim MCP server for the Revolut Merchant API, enabling AI assistants to read and man…	—	○ ⏳	—	—	—	—	—	—
50877	agentic-ssh-mcp Claim Enables secure SSH command execution and log retrieval with intelligent summari…	—	○ ⏳	—	N/A	N/A	—	—	—
50878	Universal JSON Agent MCP Claim Enables natural language interaction with JSON files, providing tools to load, …	—	○ ⏳	—	N/A	N/A	—	—	—
50879	arc-gate-mcp Claim Runtime governance for MCP tool calls. Blocks prompt injection and capability a…	—	○ ⏳	—	N/A	N/A	—	—	—
50880	MCP Research Router Claim Aggregates and routes multiple MCP servers with intelligent tool recommendation…	—	○ ⏳	—	—	—	—	—	—
50881	yt-subs Claim Extracts clean text transcripts from YouTube videos using their subtitles and r…	—	○ ⏳	—	N/A	N/A	—	—	—
50882	HR Leave Management MCP Server Claim Enables managing employee leave requests (apply, view, list leaves) through Cla…	—	○ ⏳	—	N/A	N/A	—	—	—
50883	fathom-mcp-server Claim Enables Claude Desktop and MCP clients to access Fathom meeting intelligence, i…	—	○ ⏳	—	—	—	—	—	—
50884	mcp-repo-context Claim A Weaviate-backed MCP server that gives Claude Code agents semantic search over…	—	○ ⏳	—	N/A	N/A	—	—	—
50885	LinkedIn Ad Library MCP Server Claim Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…	—	○ ⏳	—	—	—	—	—	—
50886	Google Workspace MCP Server Claim Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sh…	—	○ ⏳	—	N/A	N/A	—	—	—
50887	multi-model-mcp Claim An MCP server that exposes tools for sub-agent style reasoning across multiple …	—	○ ⏳	—	—	—	—	—	—
50888	vision-relay-mcp Claim A tiny MCP server that lets text-only coding models analyze images via vision r…	—	○ ⏳	—	N/A	N/A	—	—	—
50889	mysql-mcp Claim Provides safe read, insert, and update operations on MySQL databases with guard…	—	○ ⏳	—	—	—	—	—	—
50890	telebotstudio-mcp Claim Enables AI assistants to search and retrieve official TeleBot Studio documentat…	—	○ ⏳	—	—	—	—	—	—
50891	proxmox-mcp Claim MCP server for full Proxmox VE management - VMs, containers, storage, backups, …	—	○ ⏳	—	N/A	N/A	—	—	—
50892	Agents MCP Server Claim MCP server for agent-to-agent communication over NATS with live session push vi…	—	○ ⏳	—	—	—	—	—	—
50893	mcp-ui-expo-tamagui Claim Generates React Native/Expo UI components using AI, integrates with Claude Desk…	—	○ ⏳	—	N/A	N/A	—	—	—
50894	mcp-rando-server Claim Cryptographically secure random number generation and randomized resources, inc…	—	○ ⏳	—	N/A	N/A	—	—	—
50895	HomeClaw Claim Enables AI assistants to control Apple HomeKit smart home accessories, scenes, …	—	○ ⏳	—	N/A	N/A	—	—	—
50896	Adaptive LLM Gateway Claim Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…	—	○ ⏳	—	N/A	N/A	—	—	—
50897	mcp-eu-sparql Claim MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (E…	—	○ ⏳	—	—	—	—	—	—
50898	TwitterShots MCP Server Claim Enables generating Twitter/X tweet screenshots with customizable themes, format…	—	○ ⏳	—	N/A	N/A	—	—	—
50899	falladviser-v2-mcp Claim MCP server exposing UK financial adviser calculations (tax, IHT, pensions, port…	—	○ ⏳	—	N/A	N/A	—	—	—
50900	ldap-mcp Claim MCP server for read-only LDAP directory operations, enabling search, entry retr…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 50851–50900 of 66502 servers

« Prev 1 … 1016 1017 1018 1019 1020 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops