MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32951 |
Aguara MCP
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Security scanner for AI agent skills and MCP servers
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| 32952 |
Ship On Friday
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ship-on-friday MCP — wraps StupidAPIs (requires X-API-Key)
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| 32953 |
Commune
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Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search,…
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| 32954 |
tt
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| 32955 |
fastalert
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| 32956 |
mobile-device-mcp
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AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, vi…
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| 32957 |
A Forgejo MCP Server
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| 32958 |
# ManyContacts MCP Server
MCP (Model Context Protocol) server for [ManyContact…
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| 32959 |
neural-memory
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Persistent memory for AI agents — 55 MCP tools, spreading activation recall.
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| 32960 |
ZS (Zobr Script)
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A cognitive scripting language for structured reasoning with LLMs. 12 built-in …
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| 32961 |
cob-shopify-mcp
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A production-grade MCP server and CLI tool that enables AI agents to manage Sho…
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| 32962 |
Overseer MCP Server
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Provides structured project management through phase-based workflows, enabling …
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| 32963 |
An MCP server that implements iterative refinement of responses through self-cr…
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| 32964 |
oecd-search
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Discover OECD datasets and indicators, and browse categories across economy, he…
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| 32965 |
flet-mcp-server
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# Flet MCP Server
[
DevDrops
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DevDrops is a universal MCP server exposing multiple production data tools acro…
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| 32967 |
COTI Private Assets
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Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
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| 32968 |
mcp-geraride
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Book rides, request deliveries, estimate fares, track trips. 50+ countries.
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| 32969 |
bluesky-context-server
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Bluesky instance integration for querying and interaction
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| 32970 |
asterpay
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EUR settlement for AI agents. Trust scoring, market data, crypto analytics. 16 …
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| 32971 |
mcp-server-dumplingai
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Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
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| 32972 |
mcp-vibe-checker
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Vibe-check your code — personality types, energy ratings, aesthetic suggestions.
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| 32973 |
anchor-compliance
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Australian advertising & marketing compliance for AI assistants. Scan websites,…
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| 32974 |
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
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| 32975 |
My Awesome MCP
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A basic MCP server built with FastMCP framework that provides example tools inc…
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| 32976 |
HemmaBo
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MCP server for vacation rental direct bookings. Search properties, check availa…
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| 32977 |
ielts-dictionary-merriam
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Look up authoritative English definitions tailored for IELTS learners. Get quic…
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| 32978 |
Semantic document memory using Redis vector store. Save and recall files with n…
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| 32979 |
x402-api
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AI API for marketing, content and outreach. 22 endpoints. Pay with USDC on Base…
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| 32980 |
Enables users to manage medical appointments by searching for doctors, checking…
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| 32981 |
mempalace memory
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https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
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| 32982 |
AgentZone MCP
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Enables LLMs to search, discover, and interact with over 37,000 verified on-cha…
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| 32983 |
Access Mastercard Developers APIs, documentation, and API specifications throug…
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| 32984 |
A simple MCP server for getting weather information.
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| 32985 |
BACH CodeCommander
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17 tools for code analysis, JSON repair, encoding fix, format conversion, diff,…
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| 32986 |
Elastic MCP Server
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Provides comprehensive tools for managing Elasticsearch clusters, including sec…
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| 32987 |
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
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| 32988 |
secu
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| 32989 |
metabase
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| 32990 |
Search Granola meeting notes by attendees, dates, content, and workspaces.
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| 32991 |
Context MCP Server
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A CloudFlare Workers-based MCP server that provides semantic memory and journal…
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| 32992 |
MCP Generate Unit Testing Server
An intelligent Model Context Protocol (MCP) s…
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| 32993 |
Bellink MCP Server
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Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
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| 32994 |
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| 32995 |
mcp_sdk_eyra_accelerator
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A standalone MCP server that exposes API endpoints as tools for AI assistants b…
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| 32996 |
agent-lsp
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Stateful LSP runtime for AI agents — 50+ tools across 30+ languages via MCP.
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| 32997 |
Quote MCP Server
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Provides access to inspirational quotes through a free API, enabling users to r…
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| 32998 |
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
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| 32999 |
roistat-mcp
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MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
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| 33000 |
Provides Claude with SQL access to Hevy workout history and personal training c…
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