MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
1001	pt-edge AI project intelligence MCP server. Tracks 300+ open-source AI projects across …	43	D	54	28	—	50	82
1002	MCP Mobile Automation Test A comprehensive server that integrates mobile testing frameworks with JIRA, gen…	43	D	42	12	—	19	95
1003	Simple Code Review Assistant Enables AI models to access GitHub repository information and search local docu…	43	D	42	20	—	24	81
1004	omni-service-node The petrol station for AI agents. 56 pay-per-call endpoints covering every data…	43	D	48	10	—	28	81
1005	GitHub MCP App Shim A lightweight stdio-to-http relay that enables the GitHub MCP server to authent…	43	D	48	36	—	30	95
1006	Jira Jira MCP Pack	43	D	78	—	—	47	81
1007	github-copilot-assets-library A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers …	42	D	50	20	—	45	95
1008	Aman-Amith-Shastry-scientific_computation_mcp This MCP server enables users to perform scientific computations regarding line…	41	D	54	23	—	43	81
1009	GitHub Code Review MCP Server A Model Context Protocol server that provides read-only access to GitHub reposi…	41	D	33	27	—	18	83
1010	DataForB2B DataForB2B is a people and company search API powering live data from public so…	40	D	—	—	—	—	81
1011	GitHub Analytics MCP — Repo & Trend Research Repo statistics, trending lookups, code-search queries, and dev-trend aggregati…	40	D	—	—	—	—	81
1012	MetaMask Embedded Wallets MCP MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…	40	D	—	—	—	—	81
1013	mcp Official GitLab MCP Server	40	D	—	—	—	—	81
1014	GitHub Wiki Explorer Navigate and understand GitHub repository documentation effortlessly by retriev…	40	D	—	—	—	—	81
1015	deadends.dev Error knowledge database for AI coding agents. 2002 verified error patterns acr…	40	D	—	—	—	—	81
1016	CodeBot MCP Server v2 An extended MCP server for managing code snippets, performing code analysis, an…	40	D	54	38	—	27	80
1017	SecDim Secure Coding Labs Find hands-on secure coding labs for vulnerabilities like XSS, SQL Injection, a…	40	D	—	—	—	—	81
1018	barbell-tools CoachSync MCP provides barbell strength training tools for AI assistants. B…	40	D	—	—	—	—	81
1019	Driflyte (Remote) Discover available topics and explore up-to-date, topic-tagged web content. Sea…	40	D	—	—	—	—	81
1020	Global Chat MCP Server Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, …	40	D	—	—	—	—	81
1021	FHL Bible MCP Quickly access any Bible verse or passage on the FHL site with a clean, readabl…	40	D	—	—	—	—	81
1022	CreateOS MCP Deploy, manage, and scale full-stack applications directly from your AI assista…	40	D	—	—	—	—	81
1023	OpenClaw Intel Access detailed market intelligence and competitive analysis for software devel…	40	D	—	—	—	—	81
1024	Rube Automates complex workflows across 500+ applications including Slack, GitHub, N…	40	D	—	—	—	—	81
1025	GitHub Repo Helper GitHub Repo Helper is a simple and beginner-friendly Model Context Protocol (MC…	39	F	24	27	—	10	92
1026	Infomate MCP Fetches and provides curated tech news, trending topics, hot GitHub projects, a…	38	F	50	28	—	28	81
1027	Jira Service Management MCP Server by CData This project builds a read-only MCP server. For full read, write, update, delet…	38	F	58	—	—	33	95
1028	DEPRECATED DEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead.	38	F	58	—	—	47	81
1029	GitHub Remote MCP Server A cloud platform for registering and using remote tools with GitHub's MCP servi…	37	F	42	22	—	18	67
1030	project-nova A multi-agent AI architecture that connects 25+ specialized agents through n8n …	37	F	58	—	—	22	95
1031	Jira MCP Server by CData Jira MCP Server by CData	36	F	58	—	—	34	81
1032	Social Profile Enrichment API Social media profile lookup for GitHub, Twitter/X, LinkedIn, YouTube. x402.	36	F	36	—	—	24	81
1033	Engram Memory MCP Combines bm25, vector and knowledge graphs to create a comprehensive memory sol…	34	F	36	—	—	37	95
1034	The MCP Census Vet any MCP server before you depend on it: live health from GitHub, npm and Py…	34	F	—	—	—	—	67
1035	Dockhold Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set vari…	34	F	—	—	—	—	67
1036	RepoFold A cited wiki of your GitHub repo: search, read pages, find symbols and ask, wit…	34	F	—	—	—	—	67
1037	Linear-Task-Broker Integrates agents with Linear software development workflows.	34	F	—	—	—	—	67
1038	Mathematical Programming Solver Solve linear and mixed-integer optimization (LP/MIP) problems.	34	F	—	—	—	—	67
1039	Repo-to-RAG GitHub repository vectorizer and context synthesizer for RAG pipelines.	34	F	—	—	—	—	67
1040	MCP-TEST MCP-TEST	32	F	24	10	—	9	81
1041	TypeScript Prompt MCP Server Provides pre-defined prompt templates for AI assistants to generate comprehensi…	30	F	48	87	—	43	78
1042	skill-ninja-mcp-server Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…	30	F	76	55	—	34	90
1043	WDIO MCP Server A custom Model Context Protocol server that enables GitHub Copilot Agent to per…	30	F	56	62	—	27	90
1044	Jira JQL Tool Enables Claude to interact with Jira through JQL (Jira Query Language) queries …	30	F	74	68	—	25	84
1045	flaiwheel Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with…	30	F	76	—	—	58	80
1046	io.github.iridite/bing-search-free Provides free Bing search capabilities without an API key, with smart language …	30	F	88	41	—	50	90
1047	data-converter A data conversion service that transforms between **16 formats, 240 conversion …	30	F	—	10	—	—	81
1048	mcp-server Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base c…	30	F	68	63	—	71	76
1049	@kazuph/mcp-github-pera1 A Model Context Protocol server that connects GitHub code to Claude.ai. This se…	30	F	57	62	—	69	80
1050	mcp-server-js Execute any LLM-generated code in a secure and scalable sandbox environment and…	30	F	100	72	—	74	76

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