MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57251 |
macos-mail-mcp
Claim
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
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| 57252 |
format-converter
Claim
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
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| 57253 |
TuskPoint Checkpoints
Claim
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
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| 57254 |
jellyfin-api
Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
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| 57255 |
@uselink/mcp
Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
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| 57256 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 57257 |
LoanRiskLens MCP Server
Claim
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
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| 57258 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling users to query merge reques…
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| 57259 |
Enables AI agents to search a Pinecone knowledge base of 4,128 ArXiv research p…
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| 57260 |
KiasuMiles
Claim
MCP server that recommends the best credit card for miles based on your card st…
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| 57261 |
sonar
Claim
ASO tools for AI agents: keyword research, rank tracking, competitor analysis (…
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| 57262 |
Strava Coach MCP Server
Claim
Enables AI assistants to access Strava running data, route planning, and weathe…
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| 57263 |
forsale-mcp
Claim
Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching…
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| 57264 |
bill4time-mcp
Claim
MCP server for Bill4Time providing API coverage for legal billing and time trac…
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| 57265 |
Polymarket MCP
Claim
Enables MCP hosts like Claude and Cursor to query Polymarket data via Falcon AI…
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| 57266 |
Simmer
Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
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| 57267 |
Enables sending WhatsApp, SMS, and Email messages via the Convertway API, with …
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| 57268 |
ComputerMate
Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
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| 57269 |
MCP-Kali-Server
Claim
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
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| 57270 |
theHarvester MCP Server
Claim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
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| 57271 |
MarsNMe
Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
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| 57272 |
RenderDoc MCP Server
Claim
Enables AI assistants to access RenderDoc capture data and assist in graphics d…
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| 57273 |
MCP Trino Server
Claim
MCP server providing seamless integration with Trino and Iceberg for advanced d…
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| 57274 |
@prismicio/mcp-server
Claim
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
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| 57275 |
MCP server for Fortnox Swedish accounting API integration
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| 57276 |
SecureAudit-MCP
Claim
Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and…
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| 57277 |
Six-layer website monitoring (uptime, performance, SSL, DNS, visual regression,…
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| 57278 |
tuvio-vacuum
Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
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| 57279 |
lighthouse-mcp
Claim
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
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| 57280 |
suna
Claim
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| 57281 |
Invompt MCP
Claim
Enables users to interact with Invompt's public invoice API to draft and create…
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| 57282 |
investbuddy
Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
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| 57283 |
Polyglot Database MCP
Claim
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
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| 57284 |
pdf-navigator-mcp
Claim
Provides PDF reading, text search, navigation, and form filling capabilities th…
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| 57285 |
outbox
Claim
Multi-channel messaging MCP server for Slack, Telegram, Email, KakaoTalk, and D…
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| 57286 |
medwriter-mcp
Claim
Medical Writer's AI Toolkit — 33 expert prompts for pharma medical writing as M…
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| 57287 |
win-capture-mcp
Claim
A Windows MCP server that enables AI agents to capture screenshots of open wind…
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| 57288 |
CerebroChain MCP Server
Claim
The first logistics/WMS MCP server for AI agents. Connect Claude, Cursor, or an…
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| 57289 |
Toggl MCP Server
Claim
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
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| 57290 |
MCP Search & Fetch
Claim
Provides web search and page fetching capabilities using Ollama's API.
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| 57291 |
An MCP server for querying and managing LlamaIndex documents stored in Qdrant v…
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| 57292 |
after-effects-mcp
Claim
Enables AI assistants to control Adobe After Effects through a standardized MCP…
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| 57293 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 57294 |
document-reader-mcp
Claim
Universal MCP server for extracting text from various document formats includin…
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| 57295 |
Duvo MCP
Claim
Governed retail, FMCG, and CPG operational tools: runs, cases, approvals, audit…
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| 57296 |
markdown-publish
Claim
Enables AI to search, retrieve, list notes, and get backlinks from a published …
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| 57297 |
Enables AI assistants to generate and edit images using Azure OpenAI's gpt-imag…
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| 57298 |
Professional-grade stock market analysis and predictions powered by AI, accessi…
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| 57299 |
eSIM.dog MCP Server
Claim
Provision global eSIM data plans and real mobile phone numbers for AI agents. 2…
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| 57300 |
Cariot MCP Server
Claim
Enables querying Cariot APIs for fleet management data, including alcohol check…
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