MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52901 |
@bdelanghe/site-mcp
Claim
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
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| 52902 |
ContextCache MCP
Claim
A local MCP server that indexes TypeScript/JavaScript projects and returns budg…
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| 52903 |
Video Screenshot MCP
Claim
Enables extracting screenshots from video files at specific timestamps or inter…
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| 52904 |
Hercules MCP
Claim
Enables AI agents to perform professional penetration testing through a contain…
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| 52905 |
An MCP server that enables AI assistants to interact with Amazon Connect contac…
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| 52906 |
SponsorFinder MCP Server
Claim
Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…
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| 52907 |
LLM Python Code Sandbox
Claim
Enables LLMs to execute Python code in isolated sandboxes with file operations …
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| 52908 |
Shared Workspace MCP
Claim
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
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| 52909 |
regulationsgov-mcp
Claim
Enables interaction with the Regulations.gov API to search federal rulemaking d…
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| 52910 |
spicelib-mcp
Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
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| 52911 |
Bitbucket MCP Server
Claim
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
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| 52912 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 52913 |
Elementor MCP
Claim
An MCP server that lets AI agents design complete websites and generate import-…
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| 52914 |
chimerax-mcp-plus
Claim
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
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| 52915 |
chron
Claim
A timestamped audit trail for every AI conversation — stored locally, owned by …
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| 52916 |
sql-explorer-mcp
Claim
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
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| 52917 |
roshan-harf-mcp
Claim
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
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| 52918 |
Jobless MCP
Claim
Personalized job search inside Claude. Get ranked job matches based on your act…
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| 52919 |
narajangteo-prespec
Claim
MCP server that wraps the Korean government's '나라장터 사전규격정보서비스' API, enabling na…
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| 52920 |
avengers-squad
Claim
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| 52921 |
itglue-mcp
Claim
A Model Context Protocol server that provides Claude with access to IT Glue doc…
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| 52922 |
q402-mcp
Claim
Q402 — gasless payments on 11 EVM chains + CCIP bridge (eth/avax/arbitrum). San…
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| 52923 |
stock-analysis-mcp
Claim
A Model Context Protocol (MCP) server for interacting with MongoDB stock data t…
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| 52924 |
daejeon-mcp-server
Claim
Enables querying restaurant information in Daejeon, South Korea, through the ci…
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| 52925 |
Provides read-only access to the Planning Center People API, enabling natural l…
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| 52926 |
skillet
Claim
Enables AI agents to discover, install, and manage SKILL.md skills from a Git-b…
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| 52927 |
agent-discovery-mcp
Claim
Minimal MCP server (~250 lines TS) for ERC-8004 agent discovery + x402 payment.…
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| 52928 |
@qelos/better-mcp
Claim
A stdio MCP proxy that connects to one or more upstream MCP servers and exposes…
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| 52929 |
advanced-gmail-mcp
Claim
A Gmail MCP server for Claude Code that enables full email management across mu…
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| 52930 |
agent-wallet-mcp
Claim
Agent wallet and budget management for AI agents
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| 52931 |
MagentaA11y MCP Server
Claim
Provides accessibility acceptance criteria for 51 web and 42 native components …
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| 52932 |
Hivemind
Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
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| 52933 |
fhir-synthetic-mcp
Claim
A learning MCP server providing synthetic FHIR patient data with read tools and…
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| 52934 |
My MCP Server
Claim
A basic MCP server for testing with echo, datetime, and calculator tools.
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| 52935 |
Telegram MCP Server
Claim
Enables interaction with the Telegram Bot API via the Model Context Protocol to…
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| 52936 |
@unihodl/mcp-server
Claim
Hands a human's working browser session — tabs, scroll positions, video timesta…
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| 52937 |
MCP-CodeReviewer
Claim
A three-layer funnel AI code review engine that reduces LLM token consumption b…
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| 52938 |
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
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| 52939 |
mcp-numbers
Claim
Number utilities MCP server providing base conversion, Roman numeral conversion…
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| 52940 |
mcp-server-bigquery
Claim
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| 52941 |
Missive MCP
Claim
Connects AI assistants to your Missive team inbox with 36 tools for managing co…
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| 52942 |
Amazing Marvin MCP
Claim
Connects your Amazing Marvin productivity system with AI assistants like Claude…
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| 52943 |
weather-mcp
Claim
An MCP server that provides current weather conditions and forecasts via OpenWe…
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| 52944 |
Enables natural language shopping through Walmart's backend API, supporting pro…
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| 52945 |
encoding-devops
Claim
An MCP server that connects Claude to video encoding workflows, enabling smart …
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| 52946 |
A minimal MCP server deployed on AWS Lambda and API Gateway using AWS CDK, enab…
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| 52947 |
Enables appending structured content to Google Docs and creating Gmail drafts t…
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| 52948 |
msbuild-mcp-server
Claim
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
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| 52949 |
mcp-email-server
Claim
Enables reading and sending emails via IMAP and SMTP through the MCP protocol. …
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| 52950 |
Donetick MCP Server
Claim
MCP server for Donetick chores management, enabling AI assistants to list, crea…
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