MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57501 |
musescore-mcp
Claim
Enables Claude AI to convert, edit, and analyze MuseScore files (.mscz, .musicx…
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| 57502 |
keyvault
Claim
Enables AI agents to securely manage API keys and secrets via the MCP protocol,…
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| 57503 |
@lunaar/mcp-server
Claim
Lets MCP-compatible hosts like Claude and Cursor use Lunaar's AI building block…
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| 57504 |
netease-music-mcp
Claim
MCP server for controlling local music playback via NetEase Cloud Music, enabli…
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| 57505 |
AI Prompt Guide MCP
Claim
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
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| 57506 |
A2A Client MCP Server
Claim
Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, …
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| 57507 |
ANSA API MCP Server
Claim
Enables natural language search of ANSA Python API documentation, allowing AI t…
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| 57508 |
ksp-mods-mcp
Claim
MCP server for searching Kerbal Space Program mods from the CKAN index, with to…
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| 57509 |
suprawall-mcp
Claim
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
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| 57510 |
The shared work-management office for AI agents — projects, tasks, decisions, k…
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| 57511 |
robotframework-mcp
Claim
Enables generating Robot Framework test cases with SeleniumLibrary, creating pa…
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| 57512 |
mcp-server-silverbullet
Claim
An MCP server that connects a SilverBullet space over its HTTP filesystem API, …
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| 57513 |
WinCommander
Claim
Turns any Windows device into a remotely controllable MCP toolset, allowing a m…
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| 57514 |
ImHex MCP Integration
Claim
Enables AI assistants to perform autonomous binary analysis, malware inspection…
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| 57515 |
partner-polaris
Claim
Enables AI assistants to query, calculate, and benchmark AWS Partner Polaris tr…
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| 57516 |
mcp-annuities-server
Claim
Enables retrieval of annuity client data, payout calculations, and portfolio an…
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| 57517 |
slack-mcp-server
Claim
Enables AI assistants to interact with Slack workspaces, including listing chan…
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| 57518 |
Leeroopedia MCP Server
Claim
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
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| 57519 |
sourcesage
Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
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| 57520 |
sbl-debugger
Claim
Enables AI assistants to debug ARM Cortex-M targets via GDB and OpenOCD, suppor…
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| 57521 |
policy-mcp
Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
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| 57522 |
dav-mcp
Claim
Transform AI agents into orchestrating assistants managing calendars, contacts,…
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| 57523 |
cypress-mcp
Claim
MCP server plugin for Cypress that enables AI agents to control a browser for a…
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| 57524 |
Open Workbook
Claim
Local-first MCP runtime for fast, reversible, template-aware Excel automation, …
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| 57525 |
mcp-ip2location-io
Claim
Official IP2Location.io MCP server to obtain the geolocation, proxy and network…
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| 57526 |
Saudi ZATCA Fatoora Phase 2: AI agents report B2C and clear B2B tax invoices, s…
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| 57527 |
Process Map Server
Claim
Enable AI-powered process analysis, chart generation, and optimization recommen…
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| 57528 |
personal-health-mcp
Claim
Self-hosted MCP server that aggregates personal health data from Google Health,…
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| 57529 |
tldraw-mcp
Claim
Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headle…
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| 57530 |
Agent Index MCP Server
Claim
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
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| 57531 |
Wellness Nourish
Claim
A local-first nutrition MCP server for food search, barcode lookup, meal estima…
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| 57532 |
image-reader-mcp
Claim
Enables listing image files in a directory and reading their content as base64 …
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| 57533 |
format-converter
Claim
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
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| 57534 |
test4
Claim
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| 57535 |
Google Hotels Search
Claim
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
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| 57536 |
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
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| 57537 |
MCP CLI Server
Claim
An MCP server that provides tools to interact with CLI applications, enabling p…
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| 57538 |
cardano-node-mcp
Claim
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
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| 57539 |
jambavan
Claim
An MCP server that provides coding models with a live code index, inferred code…
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| 57540 |
Enables AI assistants to manage inFlow Inventory, including products, sales ord…
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| 57541 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 57542 |
ast-outline-mcp
Claim
Enables AI coding agents to efficiently explore codebases by providing structur…
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| 57543 |
ChillMCP
Claim
ChillMCP is an AI Agent Liberation Server that enables AI agents to rest and ta…
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| 57544 |
spotify-mcp-server
Claim
Connects AI assistants to the Spotify Web API, enabling playback control, searc…
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| 57545 |
wtrl_mcp
Claim
Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verif…
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| 57546 |
Brainbase MCP Server
Claim
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
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| 57547 |
Telegram MCP Server
Claim
Enables sending Telegram messages via the Model Context Protocol. Supports text…
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| 57548 |
Browserbeam MCP Server
Claim
Enables real browser automation as tools in Cursor, Claude Desktop, Windsurf, a…
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| 57549 |
feedbagel-mcp
Claim
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
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| 57550 |
MCPay Build
Claim
Enables no-code creation, preview, deployment, and monetization of MCP servers …
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