MCP Scoreboard

66402

Discovered

→

31753

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
1401	brainbox ⚡ Claim Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …	B 80 ⁵⁄₄	◉ ⏳	82	62	N/A	71	90	95
1402	Massive.com MCP Server ⚡ Claim Provides an LLM-friendly interface to the Massive.com financial data API throug…	B 80 ⁵⁄₅	◉ ⏳	84	68	—	81	80	88
1403	Pulsar Edit MCP Server Claim Enables LLMs to interact with and control the Pulsar text editor through a vari…	B 80 ⁵⁄₄	◉ ⏳	86	70	N/A	48	90	96
1404	mcp-calendly Claim Enables interaction with Calendly to manage event types, scheduled events, and …	B 80 ⁵⁄₅	◉ ⏳	84	65	—	72	82	99
1405	localstack ⚡ Claim 2 MCP server for LocalStack AWS services, enabling AI agents to interact with loc…	B 80 ⁵⁄₅	◉ ⏳	73	100	N/A	72	75	76
1406	growi-mcp-server ⚡ Claim Official MCP Server to integrate with GROWI APIs.	B 80 ⁵⁄₅	◉ ⏳	88	72	—	60	82	91
1407	MySQL MCP Server ⚡ Claim Enables AI models to interact with MySQL databases through a standardized inter…	B 80 ⁵⁄₅	◉ ⏳	96	58	—	63	81	99
1408	Visa Acceptance Claim The Visa Acceptance Model Context Protocol server allows you to integrate with …	B 80 ⁵⁄₅	◉ ⏳	96	70	—	46	81	95
1409	MCP YouTube Extract ⚡ Claim Enables extraction of YouTube video information including metadata (title, desc…	B 80 ⁵⁄₅	◉ ⏳	96	66	—	52	82	94
1410	Prism Scanner ⚡ Claim Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.	B 80 ⁴⁄₄	◉ ⏳	67	N/A	N/A	59	95	97
1411	scopus-mcp ⚡ Claim 1 A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants…	B 80 ⁵⁄₄	◉ ⏳	85	73	N/A	59	83	95
1412	Jane ⚡ Claim Jane is an MCP server that transforms team documentation and project specificat…	B 80 ⁵⁄₄	◉ ⏳	94	73	N/A	23	95	98
1413	Cursor DB MCP Server Claim 1 Enables querying, searching, and analyzing Cursor IDE conversation history from…	B 80 ⁵⁄₄	◉ ⏳	94	63	N/A	45	90	99
1414	fanout ⚡ Claim Multi-URL comparative content analysis with topical gap detection	B 80 ⁵⁄₅	◉ ⏳	90	100	N/A	59	87	52
1415	InsAIts - AI Communication Security Mon… Claim Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.	B 80 ⁵⁄₄	◉ ⏳	90	63	N/A	67	83	96
1416	OpenAPI MCP Server ⚡ Claim A server that enables Large Language Models to discover and interact with REST …	B 80 ⁵⁄₅	◉ ⏳	96	46	—	87	78	98
1417	MySQL MCP Server ⚡ Claim A powerful server that enables AI agents to interact with MySQL databases, exec…	B 80 ⁵⁄₅	◉ ⏳	100	66	—	45	81	97
1418	Domain MCP ⚡ Claim Enables natural language domain management through Dynadot, supporting domain r…	B 80 ⁵⁄₅	◉ ⏳	88	68	—	70	83	91
1419	mcp-nixos ⚡ Claim MCP server providing accurate information about NixOS packages, system options,…	B 80 ⁵⁄₄	◉ ⏳	84	66	N/A	75	90	85
1420	ollama-mcp-bridge ⚡ Claim Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…	B 80 ⁵⁄₄	◉ ⏳	96	35	N/A	84	92	98
1421	charlotte ⚡ Claim Renders web pages into structured, agent-readable representations using headles…	B 80 ⁵⁄₄	◉ ⏳	100	30	N/A	81	95	93
1422	OpenCode MCP Server ⚡ Claim Integrates the OpenCode AI coding agent into MCP-compatible clients, allowing u…	B 80 ⁵⁄₄	◉ ⏳	100	61	N/A	45	90	94
1423	OpenClaw Memory ⚡ Claim Automatically records AI conversation turns and code changes to local Markdown …	B 80 ⁵⁄₅	◉ ⏳	72	82	N/A	55	95	93
1424	Google Drive MCP Server ⚡ Claim A read-only Model Context Protocol server that enables LLMs to search, list, an…	B 80 ⁵⁄₄	◉ ⏳	82	72	—	53	92	96
1425	Filesystem MCP Server with .mcpignore ⚡ Claim Enables secure filesystem access with privacy controls using .mcpignore files t…	B 80 ⁵⁄₄	◉ ⏳	78	60	N/A	67	95	100
1426	LexLink ⚡ Claim 1 Enables AI systems to search, retrieve, and analyze Korean legal information fr…	B 80 ⁵⁄₅	◉ ⏳	88	82	N/A	37	95	87
1427	MoldSim MCP Server ⚡ Claim 1 Injection molding simulation expertise — materials, process validation, and DFM…	B 80 ⁵⁄₅	◉ ⏳	90	100	N/A	57	92	50
1428	MPO MCP Server ⚡ Claim Enables AI assistants to interact with GitHub repositories, Confluence document…	B 80 ⁵⁄₅	◉ ⏳	90	87	—	29	81	96
1429	MCP Bitget Trading Server ⚡ Claim 1 Enables AI assistants to interact with Bitget cryptocurrency exchange for spot …	B 80 ⁵⁄₅	◉ ⏳	100	68	—	40	80	100
1430	N Lobby MCP Server ⚡ Claim 2 A Model Context Protocol server that provides secure access to N Lobby school p…	B 80 ⁵⁄₄	◉ ⏳	77	66	N/A	67	95	96
1431	jamaican-law-mcp ⚡ Claim 1 Jamaican legislation via MCP — full-text search across statutes and provisions	B 80 ⁵⁄₄	◉ ⏳	71	93	N/A	35	95	93
1432	Mallory MCP Server ⚡ Claim A robust Model Control Protocol server that enables AI agents to access real-ti…	B 80 ⁵⁄₅	◉ ⏳	74	82	—	68	81	96
1433	MDX MCP Server ⚡ Claim Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…	B 80 ⁵⁄₄	◉ ⏳	90	67	N/A	35	94	100
1434	MCP GitHub Issue Server ⚡ Claim 2 Enables LLMs to interact with GitHub issues by providing details as tasks, allo…	B 80 ⁵⁄₅	◉ ⏳	90	70	—	61	82	94
1435	Smart Search MCP ⚡ Claim Provides 14 enhanced intelligent search tools for both international platforms …	B 80 ⁵⁄₄	◉ ⏳	90	53	N/A	67	95	93
1436	Inkdrop MCP Server ⚡ Claim Integrates Inkdrop note-taking app with Claude AI through Model Context Protoco…	B 80 ⁵⁄₄	◉ ⏳	74	68	N/A	78	87	98
1437	esxi-mcp-server Claim A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), …	B 80 ⁵⁄₅	◉ ⏳	100	70	—	37	80	99
1438	tiger-slack Claim Real-time Slack ingest and MCP server to power your agentic Slack bots	B 80 ⁵⁄₄	◉ ⏳	78	68	N/A	58	95	97
1439	contract-security-scanner ⚡ Claim MCP smart contract scanner with NEAR-focused security context.	B 80 ⁵⁄₄	◉ ⏳	78	63	N/A	74	94	93
1440	Clockify MCP ⚡ Claim 1 Clockify MCP	B 80 ⁵⁄₅	◉ ⏳	86	95	—	47	82	79
1441	mcpGraph ⚡ Claim 1 Enables orchestration of MCP tool calls through declarative YAML-defined direct…	B 80 ⁵⁄₅	◉ ⏳	96	61	—	58	82	97
1442	freedcamp ⚡ Claim freedcamp	B 80 ⁵⁄₅	◉ ⏳	88	73	—	60	81	92
1443	bear-notes-mcp ⚡ Claim 1 MCP Server for Bear note taking app available as Claude Desktop extension or st…	B 80 ⁴⁄₄	◉ ⏳	60	N/A	N/A	73	95	97
1444	Godot Docs MCP ⚡ Claim Enables AI agents to search and retrieve information from the official Godot ga…	B 80 ⁵⁄₅	◉ ⏳	90	66	—	59	81	100
1445	lakexpress-mcp ⚡ Claim 2 MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet	B 80 ⁵⁄₅	◉ ⏳	77	91	N/A	72	95	60
1446	BTCFi API Claim Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…	B 80 ⁶⁄₆	◉ ⏳	100	66	95	45	63	97
1447	Docker MCP Server ⚡ Claim Enables secure execution of shell commands and file operations within isolated …	B 80 ⁵⁄₅	◉ ⏳	90	71	—	52	81	98
1448	Gmail Manager ⚡ Claim Gmail Manager MCP gives Claude Desktop direct access to your Gmail inbox, allow…	B 80 ⁵⁄₄	◉ ⏳	68	73	N/A	69	90	100
1449	Trillboards DOOH Advertising Claim 2 DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…	B 80 ⁶⁄₆	◉ ⏳	96	70	92	50	82	81
1450	haiku-rag ⚡ Claim Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling	B 80 ⁵⁄₄	◉ ⏳	72	63	N/A	88	92	92

Showing 1401–1450 of 66402 servers

« Prev 1 … 27 28 29 30 31 … 1329 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops