MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32351 |
nexus-agents
Claim
nexus-agents makes your AI coding tools work together intelligently. It coordin…
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| 32352 |
An i18n github action for language translate
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| 32353 |
HTTP header security analysis API for AI agents. Analyze response headers for a…
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| 32354 |
WhatsApp MCP Server
Claim
Enables seamless integration with WhatsApp through the Model Context Protocol, …
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| 32355 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 32356 |
apple-mcp
Claim
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| 32357 |
CrazyNinja Odds Devigger
Claim
Calculate conservative and alternative sports betting odds with expected value …
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| 32358 |
Composer
Claim
<p align="center">
<img src="https://github.com/OliverGrabner/composer-mcp/ra…
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| 32359 |
ainativelang
Claim
AINL helps turn AI from "a smart conversation" into "a structured worker." It …
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| 32360 |
mcp-server-cloud-fs
Claim
Drop-in cloud replacement for mcp-server-filesystem — all 14 MCP tools over S3,…
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| 32361 |
Journal Mandala MCP
Claim
Enables Claude to directly write journal entries to Journal Mandala. Allows use…
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| 32362 |
Provides comprehensive access to Binance Futures API endpoints for account mana…
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| 32363 |
bravelabs
Claim
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| 32364 |
swarmhaul
Claim
Multi-agent coordination protocol on Solana. AI agents self-organize into swarm…
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| 32365 |
Read and verify Content Credentials (C2PA) from images and media using the c2pa…
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| 32366 |
calorie-tracking
Claim
Log meals and instantly find calorie information for foods. Get a clear daily s…
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| 32367 |
pharaoh
Claim
Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowle…
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| 32368 |
xray-mcp-server
Claim
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| 32369 |
PostgreSQL MCP Server
Claim
Enables querying PostgreSQL database metadata including table lists and schema …
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| 32370 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 32371 |
hide12131232
Claim
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| 32372 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 32373 |
JSON Diff
Claim
Compare two JSON files deeply, ignoring order, to surface every difference. Get…
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| 32374 |
Pearch
Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
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| 32375 |
Real-time contractor license verification across 45 US states. Verifies license…
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| 32376 |
google-suite-mcp
Claim
Read and write Google Sheets, Docs, Drive, and Apps Script from any MCP client.…
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| 32377 |
KenyaMCPServer
Claim
Provides access to Kenya's civic datasets including parliament records, county …
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| 32378 |
StoryLenses MCP Server
Claim
AI cover letter generation for agents. 5 composable tools that analyze job post…
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| 32379 |
MCP server enabling LLMs to interact with Anki flashcard software through AnkiC…
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| 32380 |
QualAI
Claim
AI-powered qualitative research analysis server that provides 20 specialized to…
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| 32381 |
Crystal MCP Server
Claim
A TypeScript MCP server that enables AI assistants to create, manage, and manip…
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| 32382 |
87+ specialized tools for German and European energy data. Direct AI access to …
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| 32383 |
MinIO MCP Server
Claim
It Integration for MinIO / S3-compatible object storage, providing AI assistant…
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| 32384 |
QuickChart MCP Server
Claim
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
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| 32385 |
Keel
Claim
Network diagnostics — ping, traceroute, DNS, port scanning, and connectivity te…
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| 32386 |
Search Federal Acquisition Regulations (FAR) for government contracting.
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| 32387 |
Couchbase-Analytics-MCP
Claim
A production-grade MCP server for Couchbase Enterprise Analytics, exposing 25 t…
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| 32388 |
git-context-mcp
Claim
Answers "why does this code exist?" by tracing any line back through the commit…
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| 32389 |
Recast MCP
Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
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| 32390 |
Overboard Studio
Claim
Create visual whiteboards, diagrams, flowcharts, and project plans from AI conv…
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| 32391 |
Fidensa
Claim
Independent AI certification authority. Trust scores, search, comparison, and v…
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| 32392 |
naver-search-mcp
Claim
설명
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| 32393 |
hacked by abcd
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| 32394 |
FastMCP Server
Claim
A feature-rich Model Context Protocol server built with FastMCP that provides v…
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| 32395 |
Oura Ring Connect
Claim
Connect your Oura Ring account for secure access to your data. Generate an auth…
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| 32396 |
Desearch AI
Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
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| 32397 |
Jokes MCP Server
Claim
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
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| 32398 |
cob-shopify-mcp
Claim
A production-grade MCP server and CLI tool that enables AI agents to manage Sho…
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| 32399 |
cotest
Claim
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| 32400 |
LPS MCP
Claim
A minimal server that provides Claude AI with secure file system access and seq…
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