MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35451 |
Oura Ring Connect
Claim
Connect your Oura Ring account for secure access to your data. Generate an auth…
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| 35452 |
usda-mcp-server
Claim
Search foods, compare nutrients, and look up the full USDA FoodData Central dat…
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| 35453 |
Chamade
Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
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| 35454 |
DocGraph
Claim
MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite k…
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| 35455 |
skylight-mcp-remote
Claim
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
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| 35456 |
MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log…
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| 35457 |
crowdsec-mcp
Claim
A read-only MCP server that exposes CrowdSec decisions and alerts via the LAPI.…
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| 35458 |
OzBridge
Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
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| 35459 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 35460 |
yksanjo/gmem
Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
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| 35461 |
mcp-powerpoint
Claim
Enables AI assistants to create and manipulate PowerPoint presentations program…
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| 35462 |
Confluence MCP Server
Claim
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
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| 35463 |
voidly-mcp-server
Claim
83 tools: censorship intelligence (119 countries) + E2E encrypted agent messagi…
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| 35464 |
Consignado MCP Local
Claim
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
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| 35465 |
MQTT MCP Server
Claim
Enables LLM agents to securely monitor and control MQTT devices for building au…
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| 35466 |
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
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| 35467 |
Yandex Direct MCP Server
Claim
Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run p…
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| 35468 |
engedi
Claim
93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via…
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| 35469 |
open-assembly-mcp
Claim
MCP server for the Korean National Assembly Open API, enabling querying of bill…
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| 35470 |
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
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| 35471 |
crypto-knowledge
Claim
Enables AI agents to perform complex crypto operations like cross-chain routing…
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| 35472 |
coredash
Claim
Real User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from r…
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| 35473 |
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
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| 35474 |
Connects AI coding assistants to Google Cloud Discovery Engine APIs for semanti…
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| 35475 |
MCP Gateway
Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
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| 35476 |
shebe
Claim
Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search late…
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| 35477 |
OP3 MCP Server
Claim
OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Rea…
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| 35478 |
myinvois-mcp
Claim
Malaysian LHDN e-invoicing (MyInvois) compliance rules: scope, validation, chan…
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| 35479 |
imagen-4-mcp
Claim
RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status,…
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| 35480 |
chuck-norris
Claim
Boost your model’s performance with tailored optimization prompts and strategic…
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| 35481 |
admob-mcp
Claim
A Model Context Protocol server for the Google AdMob API, enabling reading and …
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| 35482 |
clean-search-mcp
Claim
A lightweight MCP service that provides clean, spam-free search results for AI …
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| 35483 |
youbank-mcp
Claim
Enables AI agents to query a personal knowledge vault with hybrid search, entit…
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| 35484 |
midi-composer-mcp
Claim
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
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| 35485 |
firsty-mcp
Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
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| 35486 |
datafood-mcp
Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
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| 35487 |
web-retrieval-mcp
Claim
A Model Context Protocol server that analyzes webpage design structures, provid…
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| 35488 |
memroach_mcp_server
Claim
Backs your AI coding agent's memories, skills, and settings to CockroachDB with…
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| 35489 |
Browser MCP
Claim
Enables MCP clients to control a real local browser window for web automation t…
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| 35490 |
yfinance-mcp-server2
Claim
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| 35491 |
tickiti-mcp
Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
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| 35492 |
Gemini Image MCP Server
Claim
Provides image generation, modification, and analysis capabilities using Google…
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| 35493 |
An MCP server that enables AI assistants to load, query, and analyze local CSV …
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| 35494 |
leaflet-mcp-server
Claim
MCP server providing comprehensive Leaflet.js documentation, code generation fo…
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| 35495 |
Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS M…
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| 35496 |
text-analysis-api
Claim
Algorithmic text and NLP analysis server providing sentiment, readability, keyw…
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| 35497 |
contentforge
Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
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| 35498 |
unsubly
Claim
MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algoran…
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| 35499 |
Create narrated presentations from HTML, poll build status, list them, read one…
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| 35500 |
vibe-annotations
Claim
MCP server that exposes web page annotations to AI coding agents, enabling auto…
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