MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42151 |
Report issues related to MCP integration with Claude here.
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| 42152 |
mssql-mcp
Claim
Exposes any Microsoft SQL Server database to AI agents with multi-database supp…
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| 42153 |
gmail-mcp-local
Claim
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
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| 42154 |
remote-mcp-fastapi
Claim
Exposes news search and top headlines via GNews API, plus simulated email tools…
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| 42155 |
capitainecarbone
Claim
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| 42156 |
deadends.dev
Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
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| 42157 |
LayerCall
Claim
Score an IP, email, phone, domain or device for fraud in one call, with the sig…
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| 42158 |
Arachne Discord MCP
Claim
Multi-tenant Discord MCP server that lets multiple AI entities share one bot, e…
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| 42159 |
BMAD MCP Server
Claim
A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
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| 42160 |
mcp-permission-guard
Claim
Intent-based permission system with risk scoring, rule engine, and audit trail …
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| 42161 |
mydy-lms
Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
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| 42162 |
sql-explorer-mcp
Claim
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
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| 42163 |
Fyndling
Claim
Built for medieval market fans, reenactors, and living-history enthusiasts — an…
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| 42164 |
doc-mcp-server
Claim
Enables AI to efficiently analyze and extract structured data from complex docu…
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| 42165 |
remote-mcp
Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
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| 42166 |
mt5-mcp
Claim
A local-first MCP server that bridges AI coding agents with MetaTrader 5 for in…
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| 42167 |
tectonic plates
Claim
Write whole barbell programmes, not just workouts: weeks, progressions, ramps, …
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| 42168 |
a6a27
Claim
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| 42169 |
Bitbucket MCP Server
Claim
Enables retrieval of pull request metadata and diffs from Bitbucket Cloud and S…
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| 42170 |
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
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| 42171 |
Get XBRL data from US public companies and utilities by searching on facts, rep…
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| 42172 |
Standalone MCP filesystem tools server — view, edit, shell, workdir.
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| 42173 |
ketcher-mcp-server
Claim
MCP server for Ketcher chemical structure editor integration, enabling SMILES/M…
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| 42174 |
An MCP server for local PDF manipulation including merging, splitting, rotating…
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| 42175 |
groupdocs-merger-mcp
Claim
MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI ag…
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| 42176 |
Kiwi MCP
Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
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| 42177 |
Academic Research MCP
Claim
Unified scholarly search across 60+ academic sources with citation formatting (…
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| 42178 |
SharePoint MCP Server
Claim
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
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| 42179 |
bvcc-agent-wallet
Claim
Non-custodial BVCC Agent Wallet on-chain for AI agents: balances, transfers, ap…
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| 42180 |
mcp-geraguard
Claim
Privacy protection: scans, tracker detection, data broker opt-outs.
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| 42181 |
docling-mcp-dev
Claim
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| 42182 |
Calibrd Agent
Claim
Would you make the shortlist? Score a job against your CV: fit, gaps, ATS score…
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| 42183 |
MCP server for vacation rental direct bookings. Search properties, check availa…
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| 42184 |
MCP server exposing CAST Imaging software architecture insights to AI agents
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| 42185 |
openemr-wiki-mcp
Claim
A local-first MCP server that provides fast access to OpenEMR wiki pages, users…
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| 42186 |
Coordination Memory MCP
Claim
An append-only coordination memory for multi-agent and human work, backed by SQ…
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| 42187 |
okraPDF PDF MCP server
Claim
This MCP server enables AI agents to view PDFs as accessible HTML with bounding…
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| 42188 |
rays-mcp
Claim
Exposes global market breadth, volume, RSI, volatility, and sentiment for 12 ma…
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| 42189 |
oura-mcp-server
Claim
Enables AI assistants to query Oura Ring health data (sleep, readiness, activit…
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| 42190 |
epik-gh
Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
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| 42191 |
PR-Reviewer
Claim
Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.
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| 42192 |
MCP server that verifies restaurant booking outcomes by reconciling API claims …
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| 42193 |
Enables searching and retrieving images from Wikipedia Commons with detailed me…
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| 42194 |
mcp-wormhole
Claim
Open-source MCP servers that connect AI agents to tools like Asana and Vercel v…
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| 42195 |
lavern
Claim
An agentic law firm. Yours. 67 specialist AI agents that review documents throu…
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| 42196 |
internal-swagger-mcp
Claim
Enables AI agents to search and retrieve API documentation from an internal Swa…
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| 42197 |
MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain…
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| 42198 |
cleanfetch
Claim
Enables AI agents to read web pages reliably, returning clean markdown content,…
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| 42199 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 42200 |
SuperCollider MCP Server
Claim
Enables execution of SuperCollider synth code through the Model Context Protoco…
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