MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 2 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59601 |
Unphurl
Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
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| 59602 |
1C MCP Server
Claim
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
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| 59603 |
caliper
Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
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| 59604 |
Verifies AI agent wallets, domains and manifests before any transaction. Return…
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| 59605 |
infographic-mcp
Claim
Renders infographics from DSL syntax into PNG images using AntV Infographic. Su…
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| 59606 |
chatsave
Claim
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| 59607 |
vap-showcase
Claim
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, bu…
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| 59608 |
WeatherSafetyOS MCP
Claim
Provides personalized weather safety alerts and actions based on location, occu…
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| 59609 |
EventTrader
Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
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| 59610 |
Databricks MCP Server
Claim
Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 59611 |
mcp-bridge
Claim
Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …
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| 59612 |
Sweden payments for AI agents — Klarna via Stripe. Never holds funds.
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| 59613 |
Enables CRUD operations on notes stored in PostgreSQL, with tools to list, crea…
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| 59614 |
google-slides-mcp
Claim
Enables low-level interaction with Google Slides API, including template reuse,…
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| 59615 |
paybond-mcp-coding-agent
Claim
MCP coding agent with read-only tools and one paid tool for Paybond sandbox int…
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| 59616 |
MEOK Stripe ACP Checkout MCP — ChatGPT shopping bridge. Issues + verifies + sig…
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| 59617 |
serial-mcp
Claim
MCP server for serial port communication. Provides tools to open, read, write, …
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| 59618 |
orion
Claim
Build and operate declarative REST/Kafka services on Orion: 46 tools over the f…
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| 59619 |
LiDAR Harness MCP
Claim
An incremental validation engine that acts as a pluggable MCP middleware for co…
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| 59620 |
acp-mcp-server
Claim
See, price, and control every tool call your AI agents make: policy checks, cos…
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| 59621 |
time-tracker-ai-mcp
Claim
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
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| 59622 |
Sundr Repair Advisor
Claim
Repair or replace? Get device repair costs, local shops, trade-in values.
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| 59623 |
Provides KOSPI/KOSDAQ stock data including ticker lookup, OHLCV, market capital…
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| 59624 |
MCP Manager
Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
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| 59625 |
iai-mcp
Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
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| 59626 |
api-to-mcp-gateway
Claim
Automatically converts OpenAPI/Swagger documents into MCP servers, enabling AI …
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| 59627 |
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
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| 59628 |
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
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| 59629 |
VisioMCP
Claim
Connects Claude to Microsoft Visio to generate enterprise architecture diagrams…
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| 59630 |
gatetest
Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
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| 59631 |
proofite
Claim
Read your AI-written daily briefing and retune the filter behind it: feeds, new…
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| 59632 |
testing
Claim
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| 59633 |
MCP-pptr
Claim
Provides browser automation and DevTools capabilities via Puppeteer, with Docke…
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| 59634 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 59635 |
sharedoc-mcp
Claim
Share agent-generated Markdown as links — GitHub gists today, your own server t…
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| 59636 |
mcp-server
Claim
Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
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| 59637 |
weather-intel-mcp
Claim
US weather, alerts, earthquakes and elevation for AI agents, from NWS/NOAA and …
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| 59638 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 59639 |
mcp-arcgis-sanbernardino
Claim
City of San Bernardino GIS — San Bernardino, California open geospatial data (A…
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| 59640 |
email-verify
Claim
Enables real-time email verification via MCP tools, checking syntax, MX, dispos…
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| 59641 |
Stock Image MCP
Claim
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, Stock…
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| 59642 |
@prismicio/mcp-server
Claim
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
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| 59643 |
smipty
Claim
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| 59644 |
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
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| 59645 |
sparkit-mcp
Claim
MCP server for [SPARKIT](https://sparkit.science), a scientific research agent …
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| 59646 |
rustunnel
Claim
MCP server that lets AI agents create and manage public tunnels to local servic…
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| 59647 |
mcp-shlink
Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
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| 59648 |
mcp-govern
Claim
MCP server for investigating public transparency and detecting corruption patte…
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| 59649 |
Combines Gmail and Google Calendar operations with multi-account OAuth, attachm…
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| 59650 |
shrtnr MCP Server
Claim
Enables AI assistants to create and manage short URLs via the MCP protocol, wit…
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