MCP Scoreboard

66495

Discovered

→

31823

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 5 hours, 3 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
◉ Complete Scores
12301	FFmpeg MCP Server ⚡ Claim Enables secure video and audio processing using FFmpeg commands in an isolated …	C 61 ⁵⁄₄	◉ ⏳	48	25	N/A	43	95	99
12302	Echo MCP Server ⚡ Claim A simple demonstration MCP server that provides an echo tool and resource for l…	C 61 ⁵⁄₄	◉ ⏳	54	41	N/A	25	88	93
12303	MCP Remote Control ⚡ Claim 1 An MCP server that enables AI assistants to control TVs on a local network thro…	C 61 ⁵⁄₄	◉ ⏳	45	31	N/A	37	95	98
12304	dominican-law-mcp ⚡ Claim Dominican Republic legislation via MCP -- full-text search across statutes and …	C 61 ⁶⁄₆	◉ ⏳	86	56	0	51	82	91
12305	Fabric MCP ⚡ Claim A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…	C 61 ⁵⁄₅	◉ ⏳	54	41	—	27	80	98
12306	MCP-RAG Claim An MCP-compatible system that handles large files (up to 200MB) with intelligen…	C 61 ⁵⁄₅	◉ ⏳	56	40	—	37	81	92
12307	Database MCP Claim Enables interaction with MySQL and PostgreSQL databases through separate plugga…	C 61 ⁵⁄₅	◉ ⏳	54	55	—	16	81	91
12308	Aras Innovator Claude Agent Claim Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…	C 61 ⁶⁄₆	◉ ⏳	94	50	0	49	81	88
12309	TripAdvisor Vacation Planner MCP Server ⚡ Claim This MCP server provides access to TripAdvisor data for planning vacations, ena…	C 61 ⁵⁄₅	◉ ⏳	60	35	—	38	81	89
12310	KB MCP Server ⚡ Claim Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, …	C 61 ⁵⁄₅	◉ ⏳	62	43	—	25	80	86
12311	YouTube Comments MCP Server ⚡ Claim Enables fetching and analyzing YouTube video comments and replies through the Y…	C 61 ⁵⁄₄	◉ ⏳	48	43	N/A	24	95	91
12312	MCP-URL2SNAP ⚡ Claim A lightweight Model Context Protocol (MCP) server that enables your LLM to capt…	C 61 ⁵⁄₄	◉ ⏳	56	40	N/A	23	87	94
12313	Remote MCP Server Authless Claim A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…	C 61 ⁵⁄₅	◉ ⏳	48	65	—	22	81	82
12314	Claude MCP Server Integration Claim Integration project for Model Context Protocol (MCP) servers with Claude Deskto…	C 61 ⁵⁄₅	◉ ⏳	80	51	—	27	81	50
12315	Django Migrations MCP Service Claim A Model Context Protocol service that wraps Django's migration commands as MCP …	C 61 ⁵⁄₅	◉ ⏳	60	48	—	18	81	91
12316	DocuMind MCP Server Claim 2 A Model Context Protocol server that analyzes and evaluates GitHub README docum…	C 61 ⁵⁄₅	◉ ⏳	57	100	N/A	19	95	16
12317	ingero Claim eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/…	C 61 ⁵⁄₄	◉ ⏳	68	0	N/A	59	89	93
12318	Codebuddy MCP Server Claim A cognitive scaffolding platform that helps AI agents break down complex tasks …	C 61 ⁵⁄₅	◉ ⏳	72	30	—	19	83	94
12319	MCP Think Tool ⚡ Claim 1 An MCP server implementation of Anthropic's Think Tool prompt engineering techn…	C 61 ⁵⁄₅	◉ ⏳	39	100	—	18	81	55
12320	jekakos-mcp-user-data-enrichment Claim Enrich user data by adding social network links based on provided personal info…	C 61 ⁶⁄₆	◉ ⏳	96	51	0	29	81	100
12321	Gemini Audio Upload ⚡ Claim Enables audio file analysis using Google's Gemini multimodal models with suppor…	C 61 ⁵⁄₅	◉ ⏳	62	40	—	29	81	86
12322	Multi-Purpose MCP Server ⚡ Claim Provides various utilities including timezone-aware time queries, basic calcula…	C 61 ⁵⁄₅	◉ ⏳	78	65	—	26	81	38
12323	Python MCP Server ⚡ Claim A demonstration MCP server built with fastmcp that provides basic utility tools…	C 61 ⁵⁄₄	◉ ⏳	60	30	N/A	26	95	91
12324	emailmcp ⚡ Claim	C 61 ⁵⁄₄	◉ ⏳	58	27	N/A	37	90	90
12325	PostgreSQL MCP Server ⚡ Claim Enables exploration and querying of PostgreSQL databases through natural langua…	C 61 ⁵⁄₅	◉ ⏳	68	33	—	34	81	83
12326	oreilly-ai-agents Claim An introduction to the world of AI Agents	C 61 ⁵⁄₄	◉ ⏳	68	17	N/A	32	87	97	JU
12327	Crypto Research Server Claim Provide a specialized MCP server that enables integration with cryptocurrency r…	C 61 ⁵⁄₄	◉ ⏳	36	56	N/A	28	90	94
12328	MCP Server Demo ⚡ Claim A getting started guide and template for creating Python-based MCP servers usin…	C 61 ⁵⁄₄	◉ ⏳	56	12	N/A	45	94	100
12329	MCP_3 Claim Provides paper search and management capabilities along with weather queries, d…	C 61 ⁵⁄₅	◉ ⏳	72	25	—	24	81	96
12330	beeper-mcp ⚡ Claim Beeper provides transactions on BSC, including balance/token transfers, token s…	C 61 ⁵⁄₄	◉ ⏳	66	32	N/A	27	77	97
12331	Online PR - Press Release Distribution ⚡ Claim Search PR agencies, browse publications, buy press release distribution & media…	C 61 ⁵⁄₅	◉ ⏳	76	0	—	50	81	98
12332	gemini-faf-mcp ⚡ Claim Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .…	C 61 ⁶⁄₄	◉ ⏳	72	46	0	63	95	100
12333	FastMCP Dummy Server Claim A minimal example server implementing the Model Context Protocol, providing add…	C 61 ⁵⁄₅	◉ ⏳	60	40	—	19	81	100
12334	GitHub-Jira MCP Server ⚡ Claim 1 Enables secure integration between GitHub and Jira with permission controls, al…	C 61 ⁵⁄₅	◉ ⏳	72	82	—	21	81	31
12335	RPG Maker MZ MCP Server ⚡ Claim Enables AI models to develop and automate RPG Maker MZ projects by creating map…	C 61 ⁵⁄₄	◉ ⏳	42	60	N/A	37	84	81
12336	Google Tasks MCP Server Claim Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…	C 61 ⁵⁄₅	◉ ⏳	62	22	—	43	81	98
12337	Remote MCP Server Claim A deployable Model Context Protocol server on Cloudflare Workers that enables A…	C 61 ⁵⁄₅	◉ ⏳	48	67	—	21	81	82
12338	Task Manager MCP Server ⚡ Claim Enables local task management through the Model Context Protocol with tools for…	C 61 ⁵⁄₄	◉ ⏳	78	0	N/A	30	94	99
12339	whale-tracker-mcp ⚡ Claim 1 A mcp server for tracking cryptocurrency whale transactions.	C 61 ⁵⁄₅	◉ ⏳	51	37	—	45	80	95
12340	GitIngest MCP Server ⚡ Claim Integrates GitIngest to generate context files from public and private GitHub r…	C 61 ⁵⁄₅	◉ ⏳	48	57	—	25	81	88
12341	Universal OpenAI Vector Store MCP Server ⚡ Claim Provides comprehensive management of OpenAI Vector Stores, allowing AI assistan…	C 61 ⁶⁄₆	◉ ⏳	84	72	0	29	81	91
12342	MCP-Server-IETF ⚡ Claim 1 A Model Context Protocol server that enables Large Language Models to search an…	C 61 ⁵⁄₅	◉ ⏳	45	38	—	42	84	98
12343	MCP-Server-TESS Claim 1 A Model Context Protocol server that enables integration with the TESS API, all…	C 61 ⁵⁄₅	◉ ⏳	63	42	—	23	80	92
12344	postgres-mcp-server Claim This server enables interaction with PostgreSQL databases through the Model Con…	C 61 ⁵⁄₄	◉ ⏳	66	22	N/A	25	95	89
12345	Remote MCP Server Claim A Cloudflare Workers-based MCP server that enables deployment of custom tools a…	C 61 ⁵⁄₅	◉ ⏳	48	68	—	21	81	81
12346	mcp-koii Claim 1 Enables controlling a Teenage Engineering EP-133 K.O. II sampler via MIDI throu…	C 61 ⁵⁄₄	◉ ⏳	53	33	N/A	28	95	94
12347	Code Runner Claim Execute JavaScript and Python code securely in isolated environments with compr…	C 61 ⁶⁄₄	◉ ⏳	80	67	0	29	90	92
12348	Cloudflare Remote MCP Server Claim 1 A template for deploying remote Model Context Protocol servers on Cloudflare Wo…	C 61 ⁵⁄₅	◉ ⏳	48	68	—	27	83	71
12349	DAW MIDI Generator MCP ⚡ Claim Enables Claude AI to generate professional, production-ready MIDI files (chord …	C 61 ⁶⁄₄	◉ ⏳	88	47	0	37	94	100
12350	metricui ⚡ Claim MCP server for MetricUI — a React dashboard component library. Provides AI codi…	C 61 ⁵⁄₅	◉ ⏳	72	0	N/A	58	84	95

Showing 12301–12350 of 66495 servers

« Prev 1 … 245 246 247 248 249 … 1330 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops