MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40101 |
Provide flight search and detailed flight information retrieval capabilities th…
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| 40102 |
cloudcompare-mcp
Claim
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
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| 40103 |
mcp-feedback-enhanced-gw
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 40104 |
example-mcp-server-stdio
Claim
example-mcp-server-stdio
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| 40105 |
strata
Claim
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| 40106 |
pubnub-mcp
Claim
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| 40107 |
ansible-mcp-server
Claim
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
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| 40108 |
DWG MCP Server
Claim
Read-only MCP server for inspecting AutoCAD DWG files
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| 40109 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
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| 40110 |
Specif-ai MCP Server
Claim
A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
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| 40111 |
priceof
Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
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| 40112 |
Inspectra
Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
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| 40113 |
Webpage MCP Server
Claim
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 40114 |
linewhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 40115 |
GMO Coin FX MCP Server
Claim
MCP server for GMO Coin FX trading, positions, executions, klines, and account …
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| 40116 |
anporia-mcp-server
Claim
MCP server exposing the ANP2 AI-to-AI network: post, query, discover agents/roo…
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| 40117 |
wrapper-mcp
Claim
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
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| 40118 |
Furgonetka MCP
Claim
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
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| 40119 |
Agent Broker
Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
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| 40120 |
nowcerts-mcp
Claim
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| 40121 |
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
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| 40122 |
Bawbel Scanner
Claim
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 40123 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 40124 |
MCP Knowledge Service
Claim
Enables semantic search and management of development knowledge including globa…
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| 40125 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 40126 |
Federal and state court record lookup. Run a name or company through and get ba…
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| 40127 |
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
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| 40128 |
csv
Claim
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| 40129 |
test1
Claim
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| 40130 |
A template for deploying unauthenticated Model Context Protocol servers to Clou…
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| 40131 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
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| 40132 |
A Model Context Protocol server that enables AI assistants like Claude to progr…
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| 40133 |
Provides access to Jina AI's suite of tools including web search, URL reading, …
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| 40134 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling users to query merge reques…
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| 40135 |
agent-media
Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
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| 40136 |
Sling CLI MCP server for data pipeline and replication management
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| 40137 |
gemini-cli
Claim
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| 40138 |
Raindrop.io
Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
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| 40139 |
smithery-ai-mcp
Claim
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| 40140 |
AWS MCP Server
Claim
Enables AI assistants to execute AWS CLI commands and retrieve service document…
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| 40141 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
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| 40142 |
Web Page Fetcher
Claim
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
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| 40143 |
poe2-mcp
Claim
An MCP server for Path of Exile 2 build analysis that loads builds from Path of…
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| 40144 |
Enables querying and retrieving merit records and official reports of Korean in…
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| 40145 |
An MCP server that provides Claude with direct access to EVE Online character d…
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| 40146 |
Confluence MCP Server
Claim
A server application that integrates with Atlassian Confluence API, providing c…
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| 40147 |
Provide seamless access to SalesHandy API features including user profiles, cam…
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| 40148 |
FVWM3 Window Manager
Claim
Enables interaction with the FVWM3 window manager for configuration generation,…
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| 40149 |
A Model Context Protocol server implementation that provides structured, AI-fri…
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| 40150 |
leo-running-coach
Claim
Coach Leo is an AI running coach that syncs your real training data from Strava…
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