MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60201 |
FitnessMCP
Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
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| 60202 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
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| 60203 |
TCM MCP Server
Claim
Enables AI assistants to access professional Traditional Chinese Medicine knowl…
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| 60204 |
mcp-server-graphdb
Claim
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| 60205 |
vite-react-teimplate
Claim
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| 60206 |
gems-mcp
Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
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| 60207 |
gogcli-mcp-docs
Claim
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
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| 60208 |
Search and compare products from Singapore, SEA, and US markets via MCP.
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| 60209 |
mcp-google-sheets
Claim
A Python-based MCP server that acts as a bridge between MCP-compatible clients …
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| 60210 |
ai-log-mcp-server
Claim
Enables querying and managing AI logs through tools like listing logs, retrievi…
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| 60211 |
mcp-notes-tools
Claim
Enables searching, reading, and appending change notes in an Obsidian vault thr…
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| 60212 |
gemini-image-generator
Claim
Enables image generation and transformation using Google Gemini AI, with automa…
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| 60213 |
agent-notify
Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
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| 60214 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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| 60215 |
mcp-devops-deploy
Claim
Enables automated deployments, environment management, snapshots, and deploymen…
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| 60216 |
eyebrowse
Claim
Eyebrowse is an MCP server that gives AI agents eyes and hands in your real Chr…
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| 60217 |
ts-diagnostics-mcp
Claim
Provides real-time TypeScript diagnostics with intelligent caching for AI agent…
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| 60218 |
dialfetch
Claim
Give your AI agent a phone: place calls, navigate IVRs, wait on hold, get struc…
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| 60219 |
stitch-mcp
Claim
A CLI and MCP server to preview, build, and integrate AI-generated UI designs f…
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| 60220 |
bigmac-mcp
Claim
A small MCP server that turns a shared Ollama box into a team resource for Clau…
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| 60221 |
Home price forecasts for any US address or neighborhood. P10/P50/P90 bands acro…
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| 60222 |
skills-mcp
Claim
Enables Claude/MCP agents to search, list, get details, and generate install co…
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| 60223 |
scholar-memory
Claim
Enables scientific literature research through multi-agent search, analysis, an…
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| 60224 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 60225 |
Provides strategic dialogue management and emotional de-escalation for customer…
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| 60226 |
Vision MCP for Reasonix
Claim
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
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| 60227 |
vercel-mcp-pro
Claim
A comprehensive MCP server with 70 tools covering the entire Vercel REST API, e…
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| 60228 |
barcelona-events
Claim
MCP server to access Barcelona events data via Pipeworx gateway.
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| 60229 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 60230 |
Puppet Master MCP Server
Claim
Provides 26 tools for Puppet Master framework operations including initializati…
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| 60231 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
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| 60232 |
simple-email-mcp
Claim
Enables users to manage email accounts via IMAP/SMTP, including reading, search…
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| 60233 |
mcp-techTrend
Claim
Multi-source academic + code + medical-regulatory trend monitoring (arXiv, PubM…
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| 60234 |
MCP Continuation Notes
Claim
Manages continuation notes for projects, enabling session handoff and historica…
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| 60235 |
MCP CLI Command Server
Claim
Provides safe, controlled access to network and system diagnostic tools includi…
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| 60236 |
relay
Claim
Enables AI agents to operate a US power-grid data pipeline – ingest, plan, run,…
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| 60237 |
Enables searching, downloading, extracting, and comparing WordPress.org plugins…
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| 60238 |
authn-authz-with-mcps
Claim
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
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| 60239 |
zxoar
Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
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| 60240 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 60241 |
vibefix
Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
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| 60242 |
Enables AI models to write, format, compile, lint, and structure modern Fortran…
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| 60243 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 60244 |
Scannd
Claim
Trigger security scans and read reports/vulnerabilities via the hosted Scannd A…
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| 60245 |
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
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| 60246 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 60247 |
tavily-firecrawl-mcp
Claim
A Model Context Protocol server for web scraping and searching, with automatic …
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| 60248 |
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
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| 60249 |
ProductClank
Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
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| 60250 |
game-mcp
Claim
Bridges AI assistants to running game instances for testing, debugging, and ver…
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