MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 3 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41951 |
cpt-analysis-mcp-server
Claim
Connects Claude Desktop to a healthcare claims database for natural-language an…
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| 41952 |
Cronlytic MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server that integrates with the Cr…
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| 41953 |
File Tools MCP Server
Claim
An MCP server that provides file and directory tools for LLMs, including projec…
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| 41954 |
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
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| 41955 |
Tavily Search MCP Server
Claim
Provides advanced web search, content extraction, site crawling, mapping, and A…
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| 41956 |
Sheet music (PDF, photo, scan) to MusicXML: recognise, describe, extract parts,…
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| 41957 |
mcp-imap
Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
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| 41958 |
Enables AI agents to query and mutate data in Microsoft Fabric data warehouse v…
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| 41959 |
AmoCRM MCP Server
Claim
Minimal MCP server for integrating with amoCRM (API v4): manage deals, contacts…
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| 41960 |
filialsucher-mcp
Claim
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
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| 41961 |
remote-mcp-server
Claim
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
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| 41962 |
http-client-mcp
Claim
An MCP server that provides HTTP client capabilities with support for full HTTP…
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| 41963 |
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
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| 41964 |
ask-user
Claim
An MCP App that enables AI agents to ask users multiple questions with tab-base…
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| 41965 |
SendFast
Claim
Agent-native marketing email: draft, edit, screenshot, and send from your verif…
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| 41966 |
Documents, projects, comments, workflows and data sources of your CollHub insta…
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| 41967 |
agenticscope
Claim
A read-only MCP server that provides AI agents with live, structured workspace …
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| 41968 |
Amazing Marvin MCP
Claim
Connects your Amazing Marvin productivity system with AI assistants like Claude…
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| 41969 |
MCP server for shared context caching with trust verification -- AI agents shar…
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| 41970 |
GCM MCP Relay
Claim
A Docker-based relay service that simplifies authentication and provides audit …
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| 41971 |
Provides double-entry accounting ledger creation, transaction recording, and fi…
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| 41972 |
Apartment Sheets MCP
Claim
Light-weight MCP server to save and manage apartment listings to a shared Googl…
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| 41973 |
mcp-server
Claim
Runtime authority for AI agents: credential mediation, spend cap, approval gate…
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| 41974 |
dynamic-openapi-mcp
Claim
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
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| 41975 |
crypto-portfolio
Claim
Enables real-time cryptocurrency prices, search, and market data via the CoinGe…
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| 41976 |
Sounio Compiler
Claim
Check, compile, run, and test Sounio programs locally.
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| 41977 |
forsale-mcp
Claim
Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching…
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| 41978 |
fortis-trello-mcp
Claim
Enables natural language management of a Trello board for Fortis robotics, incl…
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| 41979 |
AADDYY MCP Server
Claim
Enables AI agents to use over 100 AI tools for tasks like content generation, i…
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| 41980 |
BioLab MCP Server
Claim
Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL…
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| 41981 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 41982 |
blockchain-verification-mcp MCP server by MEOK AI Labs
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| 41983 |
mcp-server-sparql
Claim
A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabli…
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| 41984 |
mcpdoc
Claim
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| 41985 |
career-scout-mcp
Claim
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
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| 41986 |
tone-rewriter-ai-mcp
Claim
Tone Rewriter Ai MCP server. Tools: analyze tone, rewrite tone, compare tones. …
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| 41987 |
Enables AI assistants to inspect employee access, list failed onboarding events…
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| 41988 |
Keenable Web Search
Claim
Docs: https://docs.keenable.ai/mcp-server
Keenable is a free, remote MCP serve…
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| 41989 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 41990 |
Ask your AI about your Airbnb and VRBO listings, bookings, guest messages and r…
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| 41991 |
mysql_mcp
Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
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| 41992 |
@caikiji/mcp-search
Claim
Privacy-respecting, self-hosted metasearch MCP server that aggregates results f…
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| 41993 |
Dashboardbase
Claim
Validate Dashboardbase widget endpoint responses and setup files against the li…
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| 41994 |
sidekick
Claim
Enables persistent remote VPS collaboration with MCP tools, live dashboard, and…
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| 41995 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 41996 |
ComOS Federation Gateway
Claim
Shop every merchant on the ComOS commerce network over one MCP connection — cat…
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| 41997 |
JigsawStack Translation
Claim
With our real time AI Translation, you can translate any text, & images convers…
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| 41998 |
dify-ai-agent-tutorial
Claim
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| 41999 |
IDMS Identity SQL MCP
Claim
Enables SQL-based identity lookups for IDMS systems, supporting search by accou…
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| 42000 |
space-mcp-server
Claim
MCP server providing AI agents with access to NASA and space/astronomy data inc…
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