MCP Scoreboard

53551

Discovered

→

29753

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 23 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
53351	MyAnimeList MCP Server Claim MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…	—	○ ⏳	—	—	—	—	—	—
53352	Webpage MCP Server Claim Enables querying and retrieving content from webpages by parsing sitemap.xml fi…	—	○ ⏳	—	—	—	—	81	—
53353	focal-mcp Claim Centralizes AI behavior rules and applies them across tools like Codex, Claude …	—	○ ⏳	—	N/A	N/A	—	—	—
53354	Sensei MCP Claim Multi-persona engineering mentor with 64 specialized AI personas that injects e…	—	○ ⏳	—	N/A	N/A	—	—	—
53355	sap_2000_api_python_mcp4 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53356	Cronlytic MCP Server Claim A comprehensive Model Context Protocol (MCP) server that integrates with the Cr…	—	○ ⏳	—	—	—	—	—	—
53357	Greybeam MCP Claim A single MCP server that lets agents query data through the Greybeam routing la…	—	○ ⏳	—	—	—	—	—	—
53358	tlocal Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53359	Docker Swarm MCP Server Claim A production-ready MCP server for Docker Swarm that provides full control over …	—	○ ⏳	—	—	—	—	—	—
53360	qgis-mcp-codex Claim Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…	—	○ ⏳	—	N/A	N/A	—	—	—
53361	pymol-cursor-mcp Claim Control PyMOL from Cursor via natural language. Enables describing molecular st…	—	○ ⏳	—	N/A	N/A	—	—	—
53362	aman-mcp Claim Exposes identity, tools, workflows, guardrails, and evaluation as MCP tools — s…	—	○ ⏳	—	N/A	N/A	—	—	—
53363	plane-mcp-server Claim Enables interaction with Plane.so project management API through natural langua…	—	○ ⏳	—	—	—	—	—	—
53364	choumai Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53365	Canvas Claim Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …	—	○ ⏳	—	—	—	—	81	—
53366	MCP FirestoreDB Claim A comprehensive MCP server for Google Cloud Firestore database operations, prov…	—	○ ⏳	—	—	—	—	—	—
53367	mcp-ukrainian-calendar Claim Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…	—	○ ⏳	—	N/A	N/A	—	—	—
53368	Respira WordPress MCP Claim 172+ tools, 12 builders, context-aware filtering. SafeEdit safety.	—	○ ⏳	—	N/A	N/A	—	83	—
53369	stac2026 Claim Personal AI infrastructure gateway orchestrating memory, workflow automation, k…	—	○ ⏳	—	N/A	N/A	—	—	—
53370	MCP Excel Workbook Processor Claim 1 An MCP server for GitHub Copilot that enables reading and processing Excel work…	—	○ ⏳	—	—	—	—	81	—
53371	realtime-news Claim Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…	—	○ ⏳	—	N/A	N/A	—	95	—
53372	ohos-playwright-mcp Claim MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…	—	○ ⏳	—	N/A	N/A	—	—	—
53373	mcp-server-code-extractor Claim Enables precise code extraction from 30+ languages using tree-sitter parsing, a…	—	○ ⏳	—	N/A	N/A	—	—	—
53374	fuzzmind-frida-mcp Claim A Frida MCP server for authorized dynamic analysis and application security res…	—	○ ⏳	—	N/A	N/A	—	—	—
53375	CocoIndex Code MCP Server Claim A Model Context Protocol (MCP) server that provides a RAG (Retrieval Augmented …	—	○ ⏳	—	N/A	N/A	—	—	—
53376	AF_MCP Claim Enables automated device blocking and unblocking operations with authentication…	—	○ ⏳	—	N/A	N/A	—	—	—
53377	Anypoint MCP Server Claim An MCP server for MuleSoft Anypoint Platform that enables AI assistants to inte…	—	○ ⏳	—	—	—	—	—	—
53378	bichon-mcp Claim MCP server that enables AI agents to search and read locally-archived emails vi…	—	○ ⏳	—	N/A	N/A	—	—	—
53379	notion ⚡ Claim	—	○ ⏳	—	—	—	—	81	—
53380	Moonshot MCP Server Gateway Claim A lightweight gateway server that provides a unified connection entry point for…	—	○ ⏳	—	—	—	—	81	—
53381	sanctions-screening-mcp-server Claim Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLE…	—	○ ⏳	—	—	—	—	—	—
53382	TrustMesh MCP Server Claim Provides AI agents with trust scoring and reputation management capabilities fo…	—	○ ⏳	—	—	—	—	81	—
53383	ai-ebook-generator Claim # Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …	—	○ ⏳	—	—	—	—	81	—
53384	agentberg Claim Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…	—	○ ⏳	—	—	—	—	—	—
53385	FastMCP server that pages on-call via 1… Claim FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…	—	○ ⏳	—	N/A	N/A	—	—	—
53386	奇黄&智草MCP医疗助手 Claim MCP server for hybrid medical consultation integrating Western and Traditional …	—	○ ⏳	—	N/A	N/A	—	—	—
53387	MCP Package Hero Claim A comprehensive MCP server for checking package versions and rating package qua…	—	○ ⏳	—	—	—	—	—	—
53388	Ceveto MCP Server Claim Enables AI agents to interact with the Ceveto business management API through M…	—	○ ⏳	—	—	—	—	—	—
53389	Synlake — Cloud Infrastructure for AI A… Claim Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…	—	○ ⏳	—	—	—	—	—	—
53390	poppy Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53391	BugCatcher Claim Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.	—	○ ⏳	—	N/A	N/A	—	95	—
53392	Readwise Vector DB MCP Server Claim Turns your Readwise library into a blazing-fast semantic search engine with a s…	—	○ ⏳	—	—	—	—	—	—
53393	ip-network-ai-mcp Claim ip-network-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
53394	IBM Content Services MCP Server Claim Enables AI models to interact with IBM FileNet Content Manager for document lif…	—	○ ⏳	—	—	—	—	—	—
53395	Spec Guard Claim A methodology and MCP server for agent-driven software development where humans…	—	○ ⏳	—	N/A	N/A	—	—	—
53396	engineer-your-data Claim 2 MCP server for data engineering: validation, transformation, visualization, and…	—	○	—	N/A	N/A	—	81	—
53397	Cloudglue MCP Server Claim Connects AI assistants to Cloudglue for video analysis, enabling video descript…	—	○ ⏳	—	—	—	—	—	—
53398	unclick-agent-native-endpoints Claim 110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…	—	○ ⏳	—	N/A	N/A	—	—	—
53399	Google Search Console MCP Server Claim Provides programmatic access to Google Search Console API data through Claude C…	—	○ ⏳	—	—	—	—	—	—
53400	ServiceGraph Claim AI Agent skills to access structured datasets for startup founders	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 53351–53400 of 53551 servers

« Prev 1 … 1066 1067 1068 1069 1070 … 1072 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops