MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32651 |
ragalgo-mcp
Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
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| 32652 |
Accessibility MCP Server
Claim
Enables AI agents to perform conversational accessibility testing with actionab…
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| 32653 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 32654 |
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
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| 32655 |
MCP MySQL Server
Claim
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
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| 32656 |
Cloud VM MCP
Claim
Manages and views virtual machines across multiple cloud providers (AWS, Azure,…
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| 32657 |
jambavan
Claim
An MCP server that provides coding models with a live code index, inferred code…
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| 32658 |
unitypilot
Claim
MCP server that lets AI agents drive the full Unity lifecycle on macOS without …
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| 32659 |
An MCP server for the Pluggy Open Finance Brazil API, enabling connection to ba…
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| 32660 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 32661 |
Send emails directly from Cursor with this email sending MCP server
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| 32662 |
mem0-mcp-toggle
Claim
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
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| 32663 |
agileconfig-mcp-server
Claim
MCP server that exposes all AgileConfig RESTful APIs as tools, enabling AI assi…
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| 32664 |
Cost Explorer MCP Server
Claim
Enables analysis of AWS costs and usage through the AWS Cost Explorer API, supp…
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| 32665 |
Paid Media MCP
Claim
Enables Claude to access and analyze your paid media campaign data, team struct…
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| 32666 |
unbrowser
Claim
Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, …
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| 32667 |
@veeemlab/itglue-mcp
Claim
An MCP server for IT Glue that provides 56 tools for managing organizations, co…
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| 32668 |
cardano-node-mcp
Claim
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
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| 32669 |
Crypto Signals MCP
Claim
Real-time crypto volume anomaly detection across 50+ tokens with pump signals.
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| 32670 |
server
Claim
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| 32671 |
portfolio-drift-mcp
Claim
Wraps portfolio-drift-agent as MCP tools, letting LLM clients audit a portfolio…
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| 32672 |
elster-mcp-server
Claim
An MCP server that allows AI assistants like Claude to automate interactions wi…
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| 32673 |
MCP CLI Server
Claim
An MCP server that provides tools to interact with CLI applications, enabling p…
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| 32674 |
free-web-search-ultimate
Claim
Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-F…
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| 32675 |
LoreConvo
Claim
Persistent memory layer for MCP-compatible AI agents. Implements save/recall/se…
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| 32676 |
Meridian Consensus
Claim
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
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| 32677 |
Israel Weather AI Agent
Claim
Enables users to query real-time weather data for Israeli cities using natural …
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| 32678 |
MCP server for Expedia travel recommendations. Enables LLMs to search hotels, f…
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| 32679 |
mcp-llm-eval
Claim
A local MCP server that packages LLM evaluation gates as reusable CI/CD primiti…
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| 32680 |
hono-mcp-server
Claim
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
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| 32681 |
telemetry-mcp
Claim
A read-only MCP server for querying telemetry data from configurable backends. …
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| 32682 |
FeedKit
Claim
RSS/Atom feed collection with 417 curated feeds. Python MCP server.
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| 32683 |
MemHeaven
Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
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| 32684 |
recipe-tools
Claim
Enables extraction of recipes from PDFs or JPG files and conversion into struct…
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| 32685 |
flights-mcp
Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
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| 32686 |
google-maps-mcp
Claim
A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLM…
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| 32687 |
ast-outline-mcp
Claim
Enables AI coding agents to efficiently explore codebases by providing structur…
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| 32688 |
Payx Tavily Search
Claim
FastMCP server for Tavily search API with web search and content extraction
|
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| 32689 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 32690 |
Bixi MCP Server
Claim
Provides real-time access to Montreal's Bixi bike-sharing data through the GBFS…
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| 32691 |
Google Search Console
Claim
Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostic…
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| 32692 |
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
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| 32693 |
mcp-arcgis-sarasota
Claim
Enables searching and querying City of Sarasota open geospatial data (parcels, …
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| 32694 |
eToro MCP Server
Claim
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
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| 32695 |
Enables Claude to interact with AMPERA Mission Control to read and write organi…
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| 32696 |
orion
Claim
Build and operate declarative REST/Kafka services on Orion: 46 tools over the f…
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| 32697 |
MCP Man Pages Server
Claim
Provides AI assistants with access to Linux man pages for searching, retrieving…
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| 32698 |
LabelChop MCP Server
Claim
AI tools for MyPost A4 labels, 4x6 thermal printers and LabelChop resources.
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| 32699 |
ableton-mcp-loopback
Claim
A loopback-bound MCP server that enables MCP clients to control Ableton Live (s…
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| 32700 |
CellTypist MCP
Claim
Enables automated cell type annotation in scRNA-seq analysis using CellTypist m…
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