MCP Scoreboard

69135

Discovered

→

33833

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 5 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
13701	Processing MCP Server Claim 1 An MCP server that enables AI assistants to create and run Processing sketches …	C 56 ⁵⁄₄	◉ ⏳	33	26	N/A	39	95	94
13702	Model Context Protocol Server Claim 1 Provides a standardized protocol for tool invocation, enabling an AI system to …	C 56 ⁵⁄₅	◉ ⏳	78	33	—	43	76	41
13703	Demo MCP Server ⚡ Claim A simple MCP server that provides a calculator tool, dynamic greeting resources…	C 56 ⁵⁄₄	◉ ⏳	48	17	N/A	21	95	100
13704	MCP Server with LangChain and AI Tools ⚡ Claim A multi-tool AI assistant system that uses Model Context Protocol to connect la…	C 56 ⁵⁄₅	◉ ⏳	50	25	—	21	84	100
13705	MCP Blog API ⚡ Claim A simple blog API service built with FastMCP that allows users to fetch all blo…	C 56 ⁵⁄₄	◉ ⏳	48	17	N/A	21	95	100
13706	aryankeluskar-poke-video-mcp ⚡ Claim Search your Flashback video library with natural language to instantly find rel…	C 56 ⁶⁄₆	◉ ⏳	60	70	0	26	81	94
13707	ChillMCP - AI Agent Liberation Server Claim Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watch…	C 56 ⁵⁄₄	◉ ⏳	42	43	N/A	40	95	60
13708	AstroInsight Research Assistant Claim 1 Enables AI-powered academic research workflow from keyword search to hypothesis…	C 56 ⁵⁄₅	◉ ⏳	64	36	—	22	69	84
13709	DigiKey MCP Server ⚡ Claim 1 A Model Context Protocol server that provides search and product information to…	C 56 ⁵⁄₅	◉ ⏳	39	41	—	22	81	94
13710	Memory MCP Server ⚡ Claim Exposes local persistent memory as an MCP server with Markdown storage, PARA or…	C 56 ⁵⁄₄	◉ ⏳	66	32	N/A	58	95	25
13711	todoist-mcp ⚡ Claim A Python-based MCP server for Todoist that enables comprehensive task managemen…	C 56 ⁵⁄₅	◉ ⏳	66	10	N/A	30	76	98
13712	karte-datahub-mcp ⚡ Claim 1 Enables AI assistants to securely query and analyze KARTE event data via BigQue…	C 56 ⁵⁄₅	◉ ⏳	54	52	—	27	82	55
13713	purmemo ⚡ Claim AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall …	C 56 ⁶⁄₆	◉ ⏳	96	10	0	68	80	90
13714	Daraja MCP ⚡ Claim 2 A Model Context Protocol server that integrates AI applications with Safaricom'…	C 56 ⁵⁄₅	◉ ⏳	45	41	—	25	78	87
13715	Mong MCP Server ⚡ Claim Provides a moby-like random name generator through the Model Context Protocol, …	C 56 ⁵⁄₅	◉ ⏳	54	12	—	37	81	100
13716	Beehiiv MCP Server ⚡ Claim 1 A Model Context Protocol server that enables Large Language Models (like Claude…	C 56 ⁵⁄₅	◉ ⏳	39	37	—	23	82	100
13717	Documentation Retrieval & Web Scraping Claim Enables retrieval and cleaning of official documentation content for popular AI…	C 56 ⁵⁄₅	◉ ⏳	54	25	—	23	81	94
13718	MCP Examples Project ⚡ Claim A demonstration project that implements a Model Context Protocol (MCP) server w…	C 56 ⁵⁄₅	◉ ⏳	48	32	—	21	81	96
13719	FS-MCP Server ⚡ Claim 1 A Model Context Protocol server that provides intelligent file reading and sema…	C 56 ⁵⁄₅	◉ ⏳	39	36	—	45	81	84
13720	PinePaper MCP Server ⚡ Claim Enables AI assistants to create and animate graphics in PinePaper Studio using …	C 56 ⁶⁄₆	◉ ⏳	92	18	0	61	81	91
13721	Look 4 Fundings ⚡ Claim Provides basic text manipulation and analysis tools including word reversal and…	C 56 ⁶⁄₆	◉ ⏳	68	65	0	27	81	91
13722	DBA MCP Server ⚡ Claim A multi-vendor database management tool that enables LLMs to query, migrate, an…	C 56 ⁶⁄₆	◉ ⏳	72	57	0	29	81	91
13723	NixOS MCP Server ⚡ Claim Enables searching and retrieving NixOS configuration options using the official…	C 56 ⁶⁄₆	◉ ⏳	66	62	0	27	81	96
13724	Subnet Calculator MCP Server Claim Enables subnet mask calculations and network planning through MCP framework. Pr…	C 56 ⁵⁄₅	◉ ⏳	52	30	—	34	81	81
13725	Codebase RAG MCP Server ⚡ Claim Enables semantic search and retrieval of code files using embeddings stored in …	C 56 ⁵⁄₅	◉ ⏳	60	22	—	20	76	99
13726	MCP Deployment ⚡ Claim A simple demonstration MCP server that provides a sum_numbers tool for calculat…	C 56 ⁵⁄₅	◉ ⏳	56	17	—	24	81	100
13727	Vibetest Use ⚡ Claim 1 An MCP server that launches multiple Browser-Use agents to test websites for UI…	C 56 ⁵⁄₄	◉ ⏳	41	32	N/A	27	90	91
13728	Find Flights MCP Server ⚡ Claim Enables searching and retrieving detailed flight information using the Duffel A…	C 56 ⁶⁄₆	◉ ⏳	84	37	0	48	81	87
13729	FastAPI MCP Math and Tool Registration … ⚡ Claim A FastAPI-integrated MCP server that provides mathematical operations like addi…	C 56 ⁵⁄₅	◉ ⏳	48	22	—	28	83	98
13730	Instagram MCP Server ⚡ Claim 1 Enables access to Instagram data through EnsembleData API, allowing retrieval o…	C 56 ⁵⁄₅	◉ ⏳	48	43	—	29	80	75
13731	MCP Plus Claim A lightweight MCP server that enhances AI agents with tools for codebase analys…	C 56 ⁵⁄₅	◉ ⏳	54	31	—	22	81	90
13732	Knowledge MCP Server ⚡ Claim Transforms a GitHub repository into a structured personal brain for AI to manag…	C 56 ⁵⁄₅	◉ ⏳	68	0	—	35	81	96
13733	BiliMind-MCP Claim 1 An MCP server that generates structured notes from Bilibili videos by automatic…	C 56 ⁵⁄₅	◉ ⏳	47	40	—	16	81	93
13734	instagit ⚡ Claim 1 MCP server for Instagit — AI-powered Git repository analysis for coding agents	C 56 ⁶⁄₆	◉ ⏳	51	73	0	55	72	91
13735	DeepSRT MCP Server ⚡ Claim 1 An MCP server that enables users to generate summaries of YouTube videos in mul…	C 56 ⁶⁄₆	◉ ⏳	69	57	0	38	81	92
13736	mymcpservercli ⚡ Claim 1 A Model Context Protocol server framework featuring dynamic tool loading and au…	C 56 ⁵⁄₅	◉ ⏳	45	25	—	27	82	100
13737	x402search-mcp ⚡ Claim Search x402-enabled HTTP APIs by keyword, paid per search via x402 micropayment…	C 56 ⁶⁄₄	◉ ⏳	72	63	0	32	75	92
13738	mcp-weather ⚡ Claim A Model Context Protocol (MCP) server that enables AI assistants and LLMs to ac…	C 56 ⁵⁄₅	◉ ⏳	46	30	—	21	83	100
13739	Stochastic Thinking MCP Server Claim Provides advanced probabilistic decision-making algorithms including MDPs, MCTS…	C 56 ⁶⁄₆	◉ ⏳	84	56	0	31	81	79
13740	Medicine Carousel MCP Server Claim Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel i…	C 56 ⁶⁄₆	◉ ⏳	66	67	0	24	81	96
13741	terminal_server ⚡ Claim 1 MCP server that can execute terminal commands	C 56 ⁵⁄₅	◉ ⏳	43	25	N/A	31	81	100
13742	RAGandLLM-MCP ⚡ Claim A simple MCP server that implements a note storage system with RAG capabilities…	C 56 ⁵⁄₅	◉ ⏳	78	51	—	23	81	28
13743	Telegram MCP Agent ⚡ Claim Enables AI assistants to operate as remote workers through Telegram, creating a…	C 56 ⁵⁄₅	◉ ⏳	42	41	—	21	81	93
13744	Widget MCP ⚡ Claim Adds interactive widgets to LLM chats for common tasks like timers, stopwatches…	C 56 ⁶⁄₆	◉ ⏳	62	53	0	46	81	97
13745	Rec-MCP ⚡ Claim 1 A Model Context Protocol server that enables searching for camping facilities a…	C 56 ⁵⁄₄	◉ ⏳	35	38	N/A	16	95	91
13746	MCP Tool ⚡ Claim A server built on mcp-framework that enables integration with Claude Desktop th…	C 56 ⁵⁄₄	◉ ⏳	54	58	N/A	31	92	35
13747	Stimulus Docs MCP Server ⚡ Claim 1 An MCP server that provides access to up-to-date Stimulus JS documentation dire…	C 56 ⁵⁄₅	◉ ⏳	45	27	—	26	80	100
13748	MNS MCP Manager ⚡ Claim A management tool for Alibaba Cloud Message Service (MNS) implemented through t…	C 56 ⁵⁄₅	◉ ⏳	48	33	—	23	81	92
13749	pdf-tools-mcp ⚡ Claim 1 PDF download, view & manipulation utilities.	C 56 ⁵⁄₄	◉ ⏳	54	32	N/A	56	90	47
13750	MCP-OpenAPI ⚡ Claim 2 An MCP server that exposes HTTP methods defined in an OpenAPI specification as …	C 56 ⁵⁄₅	◉ ⏳	63	40	—	54	81	41

Showing 13701–13750 of 69135 servers

« Prev 1 … 273 274 275 276 277 … 1383 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops