MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41051 |
Maps built for agents: routing incl. truck/ADR, geocoding, matrices, isochrones…
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| 41052 |
Duck MCP Server
Claim
An MCP server that provides elicitation tools to interactively request user inp…
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| 41053 |
MCP PostgreSQL
Claim
A read-only MCP server for PostgreSQL that enables safe database introspection …
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| 41054 |
ATA Travel
Claim
ATA Travel: agent-first direct booking for accommodations, hotels, and vacation…
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| 41055 |
Dawarich MCP
Claim
Enables interaction with Dawarich location history through tools for maps, stat…
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| 41056 |
mcp-regulations-gov
Claim
Enables access to federal regulatory dockets, documents, and public comments fr…
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| 41057 |
yarr-media-stack-mcp
Claim
Enables natural language control of self-hosted media services like Sonarr, Pro…
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| 41058 |
Fieldnote MCP
Claim
Provides local-first memory storage and retrieval with automatic embedding, vec…
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| 41059 |
L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API…
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| 41060 |
projectbrain-mcp
Claim
ProjectBrain MCP is a Model Context Protocol (MCP) server for project planning …
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| 41061 |
qrmint-api
Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
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| 41062 |
test-demo
Claim
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| 41063 |
struct-mcp
Claim
Transform data structure definitions into queryable MCP servers, enabling natur…
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| 41064 |
wayland-mcp
Claim
Provides screenshot, analysis, mouse and keyboard control tools for modern Linu…
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| 41065 |
eve-sde-mcp
Claim
MCP server providing read-only access to Eve Online's Static Data Export (SDE),…
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| 41066 |
trae-memory
Claim
智能记忆系统,为TRAE IDE提供自动对话记录、上下文恢复和任务管理功能。
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| 41067 |
Currency Exchange MCP
Claim
A Model Context Protocol (MCP) server that provides currency exchange rate conv…
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| 41068 |
A standalone MCP server that extends HubSpot functionality for post-call proces…
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| 41069 |
MCP Note Taker
Claim
A proof-of-concept MCP server for AI assistant note-taking, enabling adding not…
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| 41070 |
PodMaster
Claim
Local podcast transcription, embedding, and semantic search with an MCP server …
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| 41071 |
MITRE ATT&CK Mapper MCP
Claim
Enables cyber defenders to query ATT\&CK techniques, list tactics, map incident…
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| 41072 |
Spotter-SAST
Claim
Enterprise-grade MCP server for static application security testing with multi-…
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| 41073 |
Lucy — AI Agent for Hire
Claim
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
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| 41074 |
mcp-server-ovh
Claim
A Model Context Protocol (MCP) server that provides standardized access to OVH …
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| 41075 |
FoldRun MCP Server
Claim
A mock MCP server that exposes protein structure prediction tools (submit, stat…
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| 41076 |
DeepMap AI MCP Server
Claim
Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earth…
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| 41077 |
cookwith-mcp
Claim
AI-powered recipe generation and transformation tools by Cookwith
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| 41078 |
Markdown Web Scraper API
Claim
Extracts the content from any URL and returns it in clean, optimized Markdown f…
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| 41079 |
thedailyworkflow-mcp
Claim
Bridges AI assistants with the largest curated AI directory, enabling search fo…
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| 41080 |
DhanHQ MCP Server
Claim
An MCP server that enables AI assistants to interact with the DhanHQ trading pl…
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| 41081 |
imessage-mcp
Claim
Connects Claude Desktop to iMessage on macOS, enabling reading conversations, s…
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| 41082 |
MEOK x402 Wrap MCP
Claim
Provides a 1-line USDC paywall wrapper for any FastMCP tool using the Coinbase …
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| 41083 |
@mempalace/mcp-dev
Claim
Enables AI coding assistants to access grounded, branch-scoped codebase context…
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| 41084 |
powerbi-plus
Claim
MCP server for building and inspecting Power BI report visuals by editing PBIR …
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| 41085 |
Pexels MCP Server
Claim
Enables AI models to search and retrieve photos, videos, and collections from P…
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| 41086 |
wikipedia-trends-mcp
Claim
Provides Wikipedia page view trend data including spike detection, historical t…
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| 41087 |
MCP Memory Server
Claim
A memory server that manages a knowledge graph with entities and relations, sup…
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| 41088 |
contextgit
Claim
A deterministic, local-first memory engine for AI assistants that provides vers…
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| 41089 |
Companies House
Claim
Companies House MCP — UK statutory company registry (BYO key)
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| 41090 |
Urantia Papers
Claim
Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4…
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| 41091 |
dify-mcp-server
Claim
MCP server for Dify Console API that enables managing apps, workflows, knowledg…
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| 41092 |
Cleanor
Claim
Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLM…
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| 41093 |
AI shopping gateway for product search, inventory, carts, and merchant-hosted c…
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| 41094 |
cook-mcp
Claim
MCP server that provides cooking recipe lookup, classification, and weekly meal…
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| 41095 |
Cloudflare Image MCP
Claim
Image generation MCP server running on Cloudflare Workers, supporting multiple …
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| 41096 |
Pterodactyl MCP Server
Claim
Enables managing Pterodactyl Game Panel servers via Client and Application APIs…
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| 41097 |
TIB MCP Server
Claim
A Model Context Protocol server for scholarly tools, enabling AI assistants to …
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| 41098 |
Lieux, commerces, artisans et associations en France — 3,7 M de fiches, rangées…
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| 41099 |
UK shipping labels for AI agents: buy Royal Mail Tracked and more, track and re…
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| 41100 |
perplexity-server
Claim
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