MCP Scoreboard

58691

Discovered

→

29876

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6101	MCP Stdio Server ⚡ Claim 1 A Model Context Protocol server that provides tools for mathematical calculatio…	B 72 ⁵⁄₄	◉ ⏳	77	53	N/A	24	95	100
6102	scout-mcp-local ⚡ Claim 1 An MCP server for Scout Monitoring data interactions.	B 72 ⁵⁄₄	◉ ⏳	69	43	N/A	67	83	100
6103	MCP Proxy ⚡ Claim Enables dynamic loading, hot-reloading, and orchestration of MCP servers withou…	B 72 ⁵⁄₄	◉ ⏳	90	43	N/A	22	95	96
6104	CRM Employee Management MCP Server Claim Enables LLMs to interact with a CRM system through natural language to manage e…	B 72 ⁵⁄₅	◉ ⏳	84	66	—	21	81	96
6105	claudekeep ⚡ Claim 1 ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…	B 72 ⁵⁄₄	◉ ⏳	78	63	N/A	41	95	71
6106	DeepL MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to translate and rep…	B 72 ⁵⁄₅	◉ ⏳	57	71	—	53	81	99
6107	Index Network MCP Server ⚡ Claim Enables ChatGPT integration with Index Network's discovery protocol through MCP…	B 72 ⁵⁄₅	◉ ⏳	78	68	—	30	81	93
6108	AWS FIS MCP Server ⚡ Claim 1 Enables interaction with AWS Fault Injection Service to create, manage, and exe…	B 72 ⁵⁄₅	◉ ⏳	54	82	—	42	82	98
6109	onchain-mcp Claim Bankless Onchain API to interact with smart contracts, query transaction and to…	B 72 ⁵⁄₅	◉ ⏳	80	60	—	37	82	92
6110	Proof of Invention ⚡ Claim Proof of Invention	B 72 ⁵⁄₅	◉ ⏳	78	67	—	41	81	86
6111	cervellaswarm Claim Verify AI agent communication protocols using session types. Formal specificati…	B 72 ⁵⁄₅	◉ ⏳	72	35	N/A	83	82	94
6112	FantasyPros MCP Server Claim 1 Provides access to FantasyPros API for retrieving sports data including news, p…	B 72 ⁵⁄₅	◉ ⏳	78	70	—	22	82	96
6113	linear-bootstrap Claim Bootstrap Linear projects from natural language — milestones, epics, issues, an…	B 72 ⁵⁄₄	◉ ⏳	60	72	N/A	63	78	87
6114	mcp-lucene-server Claim mcp-lucene-server	B 72 ⁵⁄₅	◉ ⏳	78	58	—	36	81	100
6115	MCP Test Server ⚡ Claim A comprehensive testing server for validating MCP scanner tools and implementat…	B 72 ⁵⁄₅	◉ ⏳	84	45	—	46	81	99
6116	mcpXL30 ⚡ Claim Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …	B 72 ⁵⁄₅	◉ ⏳	72	67	—	65	80	75
6117	Accounting Practice MCP Server ⚡ Claim Automates comprehensive accounting workflows including bookkeeping, tax plannin…	B 72 ⁵⁄₄	◉ ⏳	80	55	N/A	21	95	96
6118	agent-loop-mcp ⚡ Claim Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp	B 72 ⁵⁄₄	◉ ⏳	72	58	N/A	37	92	95
6119	Self MCP Server ⚡ Claim Enables developers to integrate privacy-preserving identity verification from t…	B 72 ⁵⁄₅	◉ ⏳	62	82	—	49	81	80
6120	Fastmail Calendar MCP Server Claim Enables AI assistants to interact with Fastmail calendars via CalDAV, allowing …	B 72 ⁵⁄₅	◉ ⏳	78	65	—	27	81	100
6121	Keyboard Shortcuts MCP Server ⚡ Claim Enables intelligent querying of keyboard shortcuts for various operating system…	B 72 ⁵⁄₅	◉ ⏳	84	56	—	33	82	94
6122	homebase ⚡ Claim School district lookup, PA EIT tax rates, and mortgage affordability calculator	B 72 ⁴⁄₄	◉ ⏳	54	N/A	N/A	37	95	98
6123	Paws-on-MCP Claim A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…	B 72 ⁵⁄₅	◉ ⏳	96	43	—	27	80	100
6124	MCP FishBase Server Claim Provides access to FishBase marine biology data including species information, …	B 72 ⁵⁄₅	◉ ⏳	86	100	—	23	81	46
6125	Mutmut MCP ⚡ Claim 1 A Model Context Protocol server that provides programmatic APIs for running mut…	B 72 ⁵⁄₅	◉ ⏳	51	82	—	51	81	94
6126	BigQuery FinOps MCP Server Claim Enables cost optimization and financial operations for Google BigQuery through …	B 72 ⁵⁄₄	◉ ⏳	78	53	N/A	22	95	100
6127	wireshark-mcp ⚡ Claim 1 Professional network analysis with tshark. Security audits, deep-dives, and thr…	B 72 ⁵⁄₄	◉ ⏳	76	22	N/A	84	90	94
6128	mcpproxy-go ⚡ Claim Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…	B 72 ⁵⁄₄	◉ ⏳	80	40	N/A	77	92	72
6129	Notes MCP Server Claim 2 A TypeScript-based MCP server that enables users to manage text notes with feat…	B 72 ⁵⁄₄	◉ ⏳	78	68	N/A	17	90	92
6130	driftguard-mcp ⚡ Claim 1 MCP server for DriftGuard — exposes AI conversation drift scores and session he…	B 72 ⁵⁄₅	◉ ⏳	69	75	N/A	30	95	80
6131	Tagny MCP Server ⚡ Claim Enables web browsing capabilities for locally served LLMs through URL text fetc…	B 72 ⁵⁄₅	◉ ⏳	82	31	—	71	81	99
6132	ControlAPI-MCP ⚡ Claim 2 An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…	B 72 ⁵⁄₅	◉ ⏳	77	55	—	48	82	95
6133	MCP Tabular Data Analysis Server ⚡ Claim 1 Enables comprehensive analysis of CSV files and SQLite databases through tools …	B 72 ⁵⁄₅	◉ ⏳	60	82	N/A	22	95	90
6134	Band MCP Server ⚡ Claim 1 A Model Context Protocol server that integrates with the Band API, allowing use…	B 72 ⁵⁄₅	◉ ⏳	69	60	—	50	81	98
6135	xcodebuild ⚡ Claim Build iOS Xcode workspace/project and feed back errors to llm.	B 72 ⁵⁄₄	◉ ⏳	78	52	N/A	48	87	92
6136	MCP Docs RAG Server Claim 1 A TypeScript MCP server that allows querying documents using LLMs with context …	B 72 ⁵⁄₄	◉ ⏳	78	56	N/A	25	95	94
6137	image-viewer ⚡ Claim 1 InChat Image Viewer MCP - View images inline in AI chat by just providing the f…	B 72 ⁵⁄₄	◉ ⏳	78	55	N/A	26	90	100
6138	AI Memory MCP Server ⚡ Claim 1 A cross-platform MCP server providing persistent storage for AI assistants to s…	B 72 ⁵⁄₄	◉ ⏳	78	57	N/A	21	92	99
6139	Figma MCP Server ⚡ Claim A bridge between Figma designs and React implementations that enables pixel-per…	B 72 ⁵⁄₅	◉ ⏳	78	71	—	27	80	93
6140	Medical Research MCP Suite ⚡ Claim 3 Enables comprehensive medical research by querying and analyzing data across Cl…	B 72 ⁵⁄₅	◉ ⏳	100	74	—	51	82	38
6141	Project Memory MCP Claim 1 Provides AI-driven project memory management through structured prompts that he…	B 72 ⁵⁄₅	◉ ⏳	88	52	—	45	80	88
6142	youtube-mcp-server Claim Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖	B 72 ⁵⁄₄	◉ ⏳	72	62	N/A	28	89	100
6143	HashBuilds Secure Prompts ⚡ Claim 1 Enables AI assistants to register prompts for security verification, checking f…	B 72 ⁵⁄₅	◉ ⏳	90	60	—	27	80	92
6144	HiveFlow MCP Server ⚡ Claim Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation p…	B 72 ⁵⁄₅	◉ ⏳	78	65	—	44	74	93
6145	MCP AppleMusic Server Claim Allows controlling Apple Music on macOS through an MCP server that supports pla…	B 72 ⁵⁄₄	◉ ⏳	68	72	N/A	27	87	99
6146	MCP Host RPC Bridge ⚡ Claim A server that bridges MCP tool calls to JSON-RPC function calls over socket con…	B 72 ⁵⁄₅	◉ ⏳	78	71	—	49	81	71
6147	Self-Hosted EdgeOne Pages MCP Server Claim Enables AI assistants to deploy and manage static websites directly on EdgeOne …	B 72 ⁵⁄₅	◉ ⏳	88	58	—	24	82	96
6148	Google Search MCP Server ⚡ Claim Provides real-time Google search capabilities to AI assistants like Claude, byp…	B 72 ⁵⁄₄	◉ ⏳	76	63	N/A	38	90	82
6149	ALM X++ MCP Server Claim 50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…	B 72 ⁶⁄₆	◉ ⏳	78	80	73	23	81	85
6150	skillz Claim 1 Self-extending MCP server - build and execute custom AI tools at runtime	B 72 ⁵⁄₄	◉ ⏳	66	56	N/A	78	82	82

Showing 6101–6150 of 58691 servers

« Prev 1 … 121 122 123 124 125 … 1174 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops