MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40101 |
rag
Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
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| 40102 |
sequential-thinking
Claim
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
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| 40103 |
Real-time web search, reasoning, and research through Perplexity's API
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| 40104 |
Carto MCP Server
Claim
Enables AI coding tools to query your live codebase for routes, import graph, d…
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| 40105 |
snapcall-test
Claim
Launch instant calls and share links with customers. Start an Assist recording …
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| 40106 |
testyb
Claim
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| 40107 |
mcp
Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
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| 40108 |
normi
Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
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| 40109 |
docu-scan by SPOCONT
Claim
Extract specified key-values and all recognizable structured data from .pdf usi…
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| 40110 |
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
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| 40111 |
word2pdf_hello_mcp2
Claim
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| 40112 |
MCP PDF and DOCX Server
Claim
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
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| 40113 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 40114 |
Expert MCP
Claim
Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude…
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| 40115 |
Enables querying the Verified Human Cert registry to verify human-made music ce…
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| 40116 |
honeylabs-mcp
Claim
Honeypot threat intelligence for AI agents. Query 90 days of probe data from ou…
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| 40117 |
shipswiftcomponents-mcp
Claim
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
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| 40118 |
UnClick MCP Server
Claim
MCP server for the UnClick agent platform, providing native endpoint tools for …
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| 40119 |
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
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| 40120 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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| 40121 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
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| 40122 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
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| 40123 |
OpenSoul MCP
Claim
An open-source personality profiling system that enables users to record and an…
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| 40124 |
XcodeBuildMCP
Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
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| 40125 |
Local Explorer MCP
Claim
Enables AI assistants to intelligently search and explore local file systems us…
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| 40126 |
MCP Gemini CLI
Claim
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
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| 40127 |
context7-copy
Claim
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| 40128 |
Genesys MCP
Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
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| 40129 |
RedirHub MCP Server
Claim
Control every redirect from your AI assistant. Create, update, test, and monito…
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| 40130 |
A server that connects to the xAI/Grok image generation API, allowing users to …
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| 40131 |
K-Personal MCP
Claim
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
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| 40132 |
MCP File Manager
Claim
A full-stack web application that allows users to upload, view, edit, and delet…
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| 40133 |
Desktop Insights
Claim
Technographics for desktop apps (like builtwith.com)
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| 40134 |
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
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| 40135 |
agent-wallet-mcp
Claim
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
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| 40136 |
libofcongress-mcp-server
Claim
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
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| 40137 |
jules-orchestrator1
Claim
Say hello to anyone by name with a friendly tone. Explore the origin story behi…
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| 40138 |
post-server
Claim
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| 40139 |
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
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| 40140 |
Firewalla MCP Server
Claim
Provides real-time access to Firewalla firewall data through 28 specialized too…
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| 40141 |
CodeRide
Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
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| 40142 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
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| 40143 |
A Docker-based deployment that wraps the Gemini MCP server with supergateway to…
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| 40144 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
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| 40145 |
number-automation
Claim
Greet people by name with quick, friendly salutations. Explore the origin story…
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| 40146 |
Google Local
Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
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| 40147 |
netlify-mcp
Claim
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| 40148 |
agent-cost-meter
Claim
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
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| 40149 |
chemistry
Claim
Deterministic chemistry MCP for AI agents — 130+ tools across 17 suites (ADMET,…
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| 40150 |
Ready APIs
Claim
121 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
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