MCP Scoreboard

46347

Discovered

→

29543

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
41701	billionverify-mcp Claim Connects AI assistants to BillionVerify email verification via the Model Contex…	—	○ ⏳	—	—	—	—	—	—
41702	calendly-mcp Claim Enables Claude to schedule, query, and cancel Calendly events via Calendly API …	—	○ ⏳	—	—	—	—	—	—
41703	mcp-desktop Claim macOS desktop automation enabling AI agents to screenshot, switch apps and tabs…	—	○ ⏳	—	N/A	N/A	—	—	—
41704	Alpha MCP Claim Provides a comprehensive set of tools for Polymarket prediction market trading,…	—	○ ⏳	—	N/A	N/A	—	—	—
41705	SegmentMCP Claim Transforms natural language queries into SQL for customer segmentation, enablin…	—	○ ⏳	—	N/A	N/A	—	—	—
41706	files-vector-mcp-server Claim 一个基于FastMCP协议的文件向量化服务，支持自动目录监控、多格式文件处理和高效向量搜索，帮助构建个人或团队知识库。	—	○ ⏳	—	—	—	—	—	—
41707	AWS S3 MCP Server Claim Enables browsing S3 buckets and objects, and generating secure presigned URLs f…	—	○ ⏳	—	—	—	—	—	—
41708	SheetForge MCP Claim Local-first Excel MCP server for AI agents enabling structured reads, workbook …	—	○ ⏳	—	—	—	—	—	—
41709	mcp-gemini-assistant Claim Enables Claude Code to consult Gemini for complex coding problems with session …	—	○ ⏳	—	N/A	N/A	—	—	—
41710	mcp-ipqualityscore Claim Wraps IPQualityScore's fraud-prevention API to enable AI agents to check IP rep…	—	○ ⏳	—	N/A	N/A	—	—	—
41711	Open Context Claim AI context management for codebases – enables Claude Code to read, search, and …	—	○ ⏳	—	—	—	—	—	—
41712	agent-bus-mcp Claim A local MCP server that connects AI coding agents (Claude Code, Codex, Cursor, …	—	○ ⏳	—	N/A	N/A	—	—	—
41713	mcp-geometry-prover Claim Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…	—	○ ⏳	—	N/A	N/A	—	—	—
41714	whois-mcp-server Claim Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …	—	○ ⏳	—	N/A	N/A	—	—	—
41715	contabo-mcp Claim Enables full operational control over Contabo VPS/VDS infrastructure through na…	—	○ ⏳	—	—	—	—	—	—
41716	re-speakeasy Claim MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…	—	○ ⏳	—	N/A	N/A	—	—	—
41717	Legal Info MCP Server Claim A modular MCP server providing structured, methodology-driven prompt endpoints …	—	○ ⏳	—	N/A	N/A	—	—	—
41718	mysql-mcp-server Claim Enables natural language interaction with MySQL databases through MCP, supporti…	—	○ ⏳	—	—	—	—	—	—
41719	siftingio-mcp Claim MCP server that provides access to SiftingIO market data, including live prices…	—	○ ⏳	—	—	—	—	—	—
41720	MAS GitHub Analyzer Claim Provides code auditing tools including repository cloning, AST analysis, securi…	—	○ ⏳	—	N/A	N/A	—	—	—
41721	apollo-io-mcp Claim MCP server for Apollo.io B2B database enabling people and company search, enric…	—	○ ⏳	—	—	—	—	—	—
41722	Choice Wiki MCP Claim Provides Claude with a knowledge base about the Choice restaurant platform, ena…	—	○ ⏳	—	N/A	N/A	—	—	—
41723	yamory MCP Server Claim Enables AI agents to query yamory vulnerability management for vulnerability de…	—	○ ⏳	—	N/A	N/A	—	—	—
41724	cuad-audit Claim An MCP server that audits a contract liability clause against a derived company…	—	○ ⏳	—	N/A	N/A	—	—	—
41725	ChatGPT MCP Server Template Claim A boilerplate for building local Node.js MCP servers that integrate with ChatGP…	—	○ ⏳	—	N/A	N/A	—	—	—
41726	mcp-md-pdf Claim Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…	—	○ ⏳	—	N/A	N/A	—	—	—
41727	Heuris-BioMCP Claim A bioinformatics MCP server that connects AI clients to over 30 life science da…	—	○ ⏳	—	—	—	—	—	—
41728	Local Brain MCP Claim A local MCP server for AI assistants to store and retrieve personal memories on…	—	○ ⏳	—	N/A	N/A	—	—	—
41729	excalidraw-mcp Claim Enables AI agents to create and manipulate live visual diagrams on an Excalidra…	—	○ ⏳	—	N/A	N/A	—	—	—
41730	Pagos Data MCP Server Claim Enables users to retrieve BIN data for a given BIN number, with optional enhanc…	—	○ ⏳	—	—	—	—	—	—
41731	docx-mcp-server Claim A local MCP server for reading and editing Word (.docx) documents with 33 tools…	—	○ ⏳	—	N/A	N/A	—	—	—
41732	mcp-media-engine Claim MCP server for AI-powered image, audio, and video generation, enabling media cr…	—	○ ⏳	—	—	—	—	—	—
41733	FS-MCP Claim Provides Claude with complete file system integration including directory manag…	—	○ ⏳	—	N/A	N/A	—	—	—
41734	coros-training-mcp Claim Running-first MCP server for COROS that allows authoring, editing, and scheduli…	—	○ ⏳	—	N/A	N/A	—	—	—
41735	Kordi — Subscription Intelligence Claim Track, analyze, and act on your streaming and SaaS subscriptions from any AI ag…	—	○ ⏳	—	—	—	—	—	—
41736	leave-management Claim Enables employees to check leave balance, apply for leave, and view leave histo…	—	○ ⏳	—	N/A	N/A	—	—	—
41737	mcp-graphql-tools Claim Enables AI assistants to execute GraphQL queries and retrieve schema informatio…	—	○ ⏳	—	—	—	—	—	—
41738	ClipACanvas Claim Render HTML/CSS/JS/SVG animations into high-quality MP4 videos. Exposes render …	—	○ ⏳	—	—	—	—	—	—
41739	Nexus Finance Claim AI workbench for financial contract analysis, risk analytics (VaR/CVaR, RWA Bas…	—	○ ⏳	—	—	—	—	—	—
41740	Obsidian MCP Extended Claim A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…	—	○ ⏳	—	N/A	N/A	—	—	—
41741	victron-tcp Claim Connect AI assistants to Victron Energy systems to read real-time solar, batter…	—	○ ⏳	—	N/A	N/A	—	—	—
41742	MCP CRUD Tools Claim Enables interaction with Users and Products through a CRUD service REST API, pr…	—	○ ⏳	—	—	—	—	81	—
41743	docker-mcp-server Claim Enables AI agents to manage Docker containers, images, Compose stacks, health c…	—	○ ⏳	—	—	—	—	—	—
41744	Confluence MCP Server Claim Enables Claude Code to read and search Confluence pages, with support for image…	—	○ ⏳	—	—	—	—	—	—
41745	The Agents MCP Server Claim Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…	—	○ ⏳	—	—	—	—	—	—
41746	TopologicPy MCP Server Claim Enables LLMs to perform architectural spatial modeling through natural language…	—	○ ⏳	—	N/A	N/A	—	—	—
41747	Telegram Agent for Codex Claim Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…	—	○ ⏳	—	N/A	N/A	—	—	—
41748	wiki-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41749	quake-mcp Claim MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …	—	○ ⏳	—	—	—	—	—	—
41750	digital-human-library Claim MCP server for creating and managing digital human models with built-in EU AI A…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 41701–41750 of 46347 servers

« Prev 1 … 833 834 835 836 837 … 927 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops