MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40601 |
azure-cli-mcp
Claim
A wrapper around the Azure CLI command line that allows you to talk directly to…
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| 40602 |
bumblebeereceipt-mcp
Claim
A paid remote MCP for developer endpoint scanner MCP, built to return verdicts,…
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| 40603 |
rag
Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
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| 40604 |
hikerapi-mcp
Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
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| 40605 |
sequential-thinking
Claim
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
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| 40606 |
garmin-mcp
Claim
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| 40607 |
Real-time web search, reasoning, and research through Perplexity's API
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| 40608 |
Carto MCP Server
Claim
Enables AI coding tools to query your live codebase for routes, import graph, d…
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| 40609 |
snapcall-test
Claim
Launch instant calls and share links with customers. Start an Assist recording …
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| 40610 |
readme-generator-ai-mcp
Claim
readme-generator-ai-mcp MCP server by MEOK AI Labs
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| 40611 |
testyb
Claim
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| 40612 |
mcp
Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
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| 40613 |
normi
Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
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| 40614 |
codetoimage-mcp-server
Claim
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
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| 40615 |
docu-scan by SPOCONT
Claim
Extract specified key-values and all recognizable structured data from .pdf usi…
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| 40616 |
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
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| 40617 |
a2db
Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
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| 40618 |
word2pdf_hello_mcp2
Claim
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| 40619 |
MCP PDF and DOCX Server
Claim
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
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| 40620 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 40621 |
MyAITwin
Claim
A personal RAG database you build from chat, so AI creates work that sounds lik…
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| 40622 |
Bhived MCP
Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
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| 40623 |
Expert MCP
Claim
Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude…
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| 40624 |
Enables querying the Verified Human Cert registry to verify human-made music ce…
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| 40625 |
honeylabs-mcp
Claim
Honeypot threat intelligence for AI agents. Query 90 days of probe data from ou…
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| 40626 |
Access a comprehensive suite of tools and resources to help startups and small …
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| 40627 |
shipswiftcomponents-mcp
Claim
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
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| 40628 |
Enables CRUD operations on student records via REST API and MCP interface, with…
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| 40629 |
UnClick MCP Server
Claim
MCP server for the UnClick agent platform, providing native endpoint tools for …
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| 40630 |
Agent Comms
Claim
Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and vis…
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| 40631 |
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
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| 40632 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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| 40633 |
qidi-printer-mcp
Claim
qidi-printer-mcp MCP server by MEOK AI Labs
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| 40634 |
130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, gua…
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| 40635 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
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| 40636 |
WeatherXM PRO MCP Server
Claim
Enables access to WeatherXM PRO weather station data, including real-time obser…
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| 40637 |
sql-migration
Claim
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| 40638 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
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| 40639 |
OpenSoul MCP
Claim
An open-source personality profiling system that enables users to record and an…
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| 40640 |
XcodeBuildMCP
Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
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| 40641 |
Local Explorer MCP
Claim
Enables AI assistants to intelligently search and explore local file systems us…
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| 40642 |
shopify
Claim
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| 40643 |
MCP Gemini CLI
Claim
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
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| 40644 |
context7-copy
Claim
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| 40645 |
Genesys MCP
Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
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| 40646 |
RedirHub MCP Server
Claim
Control every redirect from your AI assistant. Create, update, test, and monito…
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| 40647 |
A server that connects to the xAI/Grok image generation API, allowing users to …
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| 40648 |
K-Personal MCP
Claim
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
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| 40649 |
MCP File Manager
Claim
A full-stack web application that allows users to upload, view, edit, and delet…
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| 40650 |
Desktop Insights
Claim
Technographics for desktop apps (like builtwith.com)
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