MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40251 |
Enables mobile control of Antigravity coding agents via Telegram, allowing task…
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| 40252 |
Grupr MCP Server
Claim
MCP server to interact with Grupr agents, enabling polling new messages, postin…
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| 40253 |
dbSNP MCP Plugin
Claim
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
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| 40254 |
MemoryVault MCP
Claim
A self-hosted, graph-aware memory server for AI assistants that provides persis…
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| 40255 |
mcp-cpsc
Claim
Access US consumer-product safety recalls from the CPSC, free and without authe…
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| 40256 |
OpenCode Advisor MCP
Claim
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
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| 40257 |
braintrust-lite
Claim
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
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| 40258 |
AutoCAD MCP Server
Claim
An MCP server that bridges Claude with AutoCAD, enabling to generate architectu…
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| 40259 |
trace
Claim
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| 40260 |
Enables querying and retrieving merit records and official reports of Korean in…
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| 40261 |
unit-converter-mcp
Claim
Converts units, currencies, timezones, and dates with a generous free tier of 5…
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| 40262 |
Arbor
Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
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| 40263 |
kinozal-mcp
Claim
MCP server for searching, viewing details, and downloading torrents from kinoza…
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| 40264 |
Wikipedia MCP Server
Claim
Enables AI assistants to access Wikipedia content, search articles, retrieve hi…
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| 40265 |
reaper-reapy-mcp
Claim
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
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| 40266 |
Rapport MCP Server
Claim
Enables AI assistants to query local conversation transcripts and relationship …
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| 40267 |
Axon Pro
Claim
Transforms codebases into structural knowledge graphs for AI agents and develop…
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| 40268 |
HonestQR
Claim
Generate static QR codes (URL, WiFi, vCard, pixel art) and decode QR images. Co…
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| 40269 |
Konnect
Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
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| 40270 |
smithery-mcp-server-2
Claim
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| 40271 |
genesis-proofrelay
Claim
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
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| 40272 |
Orpheus
Claim
An AI agent that analyzes and transforms music projects in REAPER, explaining w…
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| 40273 |
notes-mcp-server
Claim
Provides MCP tools to create and retrieve notes stored in memory.
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| 40274 |
McPortfolio
Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
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| 40275 |
Mnemozine
Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
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| 40276 |
lumen-mcp
Claim
Drives Lumen's data-to-SQL-to-chart-to-report loop from any MCP client, support…
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| 40277 |
brocogni
Claim
semantic browser observation for AI agents via MCP, 100% local, zero telemetry
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| 40278 |
Horizun Revit MCP
Claim
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
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| 40279 |
mcp-server
Claim
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| 40280 |
music-perception-mcp
Claim
Analyzes audio files to extract exact, reproducible measurements like loudness,…
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| 40281 |
MCP server for retrieval of Australian economic and financial data - supports A…
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| 40282 |
playwright-mcp
Claim
An MCP server that gives Claude direct control of a real browser via Playwright…
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| 40283 |
Interacts with Google's Chronicle Security Operations suite for searching secur…
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| 40284 |
FlowState MCP
Claim
An MCP server that preserves and recalls work context, enabling users to log se…
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| 40285 |
Eventor MCP Server
Claim
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
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| 40286 |
CueScope
Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
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| 40287 |
@markfu909/overleaf-mcp
Claim
An MCP server that provides access to Overleaf projects via Git integration, en…
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| 40288 |
Box MCP Server
Claim
Enables AI agents to manage Box files, folders, collaborations, and more via th…
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| 40289 |
DB Timetable MCP Server
Claim
Provides access to Deutsche Bahn's timetable data through MCP, enabling real-ti…
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| 40290 |
webcal-mcp
Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
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| 40291 |
Yourttoo MCP Server
Claim
MCP server for travel program search, comparison, and booking via Yourttoo API,…
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| 40292 |
MCP Tiingo Server
Claim
Provides financial data tools including stock prices, news, forex, fundamentals…
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| 40293 |
PyMemSim-MCP
Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
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| 40294 |
airbyte-oss-mcp
Claim
Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
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| 40295 |
MCP SCP Server
Claim
Enables secure file transfer operations with remote Linux and Windows systems v…
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| 40296 |
caselegis-mcp
Claim
Enables searching, retrieving, and checking citation status of California legal…
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| 40297 |
notes-mcp-server-l16
Claim
A Model Context Protocol (MCP) server that gives Claude a persistent personal n…
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| 40298 |
google-slides-mcp
Claim
An MCP server that enables AI assistants to create, read, and edit Google Slide…
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| 40299 |
sanshu
Claim
An AI-assisted programming enhancement system that integrates decision-making, …
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| 40300 |
GoDavaii Health AI — Indian medicine DB, drug interactions, pregnancy safety, d…
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