MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59301 |
cryptoseed-mcp
Claim
Enables AI agents to perform symmetric and asymmetric encryption of text and fi…
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| 59302 |
musicbrainz-mcp-server
Claim
Search artists, releases, recordings, works, and labels; traverse relationships…
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| 59303 |
mcp-gmail
Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
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| 59304 |
shieldbot
Claim
AI-powered security code review for Claude Code that runs multiple scanners (Co…
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| 59305 |
mcp-access-self-hosted
Claim
An MCP server protected by Cloudflare Access as a self-hosted application, vali…
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| 59306 |
agent-teams-ai
Claim
You're the boss, agents are your team. They handle tasks on their own, message …
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| 59307 |
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, fre…
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| 59308 |
Polymarket MCP Server
Claim
Enables AI assistants to interact with Polymarket prediction markets, including…
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| 59309 |
Supabase Lite MCP Server
Claim
A lightweight MCP server that provides 8 essential Supabase database management…
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| 59310 |
A lightweight TypeScript MCP server that provides AI assistants with seamless a…
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| 59311 |
ZimAgent
Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 59312 |
AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estim…
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| 59313 |
UKDataAPI
Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
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| 59314 |
yahoo-finance-mcp
Claim
Provides access to Yahoo Finance data including real-time stock quotes, histori…
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| 59315 |
Google Ads MCP Server
Claim
Enables comprehensive Google Ads campaign management and analytics through the …
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| 59316 |
OpenRAG MCP Server
Claim
An open-source MCP server for RAG over personal documents. Supports three paral…
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| 59317 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 59318 |
apple-mail-mcp
Claim
This MCP server allows AI assistants to read, send, search, and manage emails i…
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| 59319 |
MCP GeneLab Server
Claim
Converts natural language queries into Cypher queries against the NASA GeneLab …
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| 59320 |
kr-legislation-mcp
Claim
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
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| 59321 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 59322 |
agentic-ops
Claim
Orchestration & technical-consulting MCP for end-to-end Salesforce, ServiceNow …
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| 59323 |
Spectacle
Claim
An MCP server that lets Claude query, search, and explore OpenAPI specification…
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| 59324 |
eanscan-mcp
Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
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| 59325 |
semblecodesearchgate-mcp
Claim
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
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| 59326 |
selectel-mcp
Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
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| 59327 |
suasor
Claim
A local-first AI secretary that gathers your work context into private memory a…
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| 59328 |
Apple Apps MCP
Claim
Local macOS MCP server and setup app for Apple apps
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| 59329 |
Code Scalpel
Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
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| 59330 |
freeplay-mcp
Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
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| 59331 |
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
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| 59332 |
BigQuery Readonly MCP
Claim
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
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| 59333 |
AI-powered text and URL summarization API for AI agents. Extract key points fro…
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| 59334 |
pentest-agents
Claim
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Co…
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| 59335 |
claude-design-mcp
Claim
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
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| 59336 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 59337 |
opensooq-mcp
Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
|
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| 59338 |
vsphere-mcp-server
Claim
MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 59339 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
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| 59340 |
DataToRAG MCP
Claim
An open-source Model Context Protocol gateway that connects Google Workspace, J…
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| 59341 |
SGU MCP Server
Claim
Provides access to geological data from Sveriges Geologiska Undersökning (SGU),…
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| 59342 |
tbro-mcp
Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
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— | ||||||||
| 59343 |
Enables interaction with Google SearchConsole tools and services through a unif…
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| 59344 |
safe-sql-mcp
Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
|
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| 59345 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 59346 |
Sentry MCP Server
Claim
Enables comprehensive Sentry monitoring including performance analysis, issue t…
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| 59347 |
obsidian-codex-mcp
Claim
Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP …
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| 59348 |
@g-tiwari/mcp-testrail
Claim
MCP server for TestRail API, providing AI assistants with 107 tools to manage t…
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| 59349 |
Symbols Awakening MCP
Claim
A symbolic reasoning engine that enables symbolic ontology operations through a…
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| 59350 |
GoldenFlow
Claim
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…
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