MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29301 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
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| 29302 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
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| 29303 |
imgx
Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
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| 29304 |
n8n-mcp
Claim
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| 29305 |
Odoo MCP Server
Claim
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
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| 29306 |
Metro MCP
Claim
MCP server for React Native/Expo runtime debugging, inspection, and automation …
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| 29307 |
codeqr-mcp-server
Claim
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| 29308 |
Thoughtproof-mcp
Claim
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
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| 29309 |
Airtable MCP
Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
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| 29310 |
Bitrix24 MCP Server
Claim
An integration server that enables AI agents to securely interact with Bitrix24…
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| 29311 |
Enables deployment and management of GPU workloads across multiple cloud provid…
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| 29312 |
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
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| 29313 |
BPS MCP Server
Claim
Enables AI clients to access official Indonesian statistical data from Badan Pu…
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| 29314 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
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| 29315 |
suna11
Claim
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| 29316 |
Enables users to manage medical appointments by searching for doctors, checking…
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| 29317 |
HR Solx MCP Server
Claim
Acts as a bridge between AI models and the HR Solx REST API, enabling natural l…
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| 29318 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
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| 29319 |
Synesthetic MCP
Claim
Enables validation, diff generation, and backend population for Synesthetic ass…
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| 29320 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 29321 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
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| 29322 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
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| 29323 |
contextflow-mcp
Claim
Enables semantic code search and AI-powered Q\&A over vectorized repositories d…
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| 29324 |
ssis-adf-agent
Claim
An MCP server that enables automated analysis and conversion of SSIS packages i…
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| 29325 |
pdf-reader-mcp
Claim
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| 29326 |
Veroq
Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
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| 29327 |
UK Parliament MCP Server
Claim
Provides access to live UK Parliament data including bills, votes, MP profiles,…
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| 29328 |
Godle
Claim
Free AI prompt orchestration with 185 expert roles, 1,741 templates, and 4 MCP …
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| 29329 |
sustainability-auditor
Claim
Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and…
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| 29330 |
AILANG Parse
Claim
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, foot…
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| 29331 |
lenderwiki
Claim
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
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| 29332 |
Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verifi…
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| 29333 |
cwmcp
Claim
An MCP server that provides audiobook pipeline tools for the CollapsingWave pla…
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| 29334 |
Custify MCP Server
Claim
Connects AI assistants to Custify customer success data for querying account me…
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| 29335 |
Github MCP Server Java
Claim
A Java implementation of the GitHub MCP (Model Context Protocol) Server using S…
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| 29336 |
Redmine MCP Server
Claim
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
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| 29337 |
claude-voice-notify
Claim
A multi-provider voice notification MCP server that enables Claude Code to prov…
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| 29338 |
A lightweight server built with FastMCP and SQLite for managing personal financ…
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| 29339 |
Pandoc Bridge
Claim
Enables document format conversion between 40+ formats including Markdown, HTML…
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| 29340 |
A Python port of the official Perplexity MCP server that enables web-grounded Q…
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| 29341 |
GEP MCP Motor
Claim
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
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| 29342 |
mssql-mcp
Claim
An MCP server that enables interaction with Microsoft SQL Server instances usin…
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| 29343 |
wikimedia-search-images
Claim
Find relevant images from Wikimedia Commons with direct download links. Quickly…
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| 29344 |
kr-crypto-intelligence
Claim
Korean crypto market data API for AI agents. Real-time Kimchi Premium (Upbit vs…
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| 29345 |
Parcel App MCP Server
Claim
Enables users to manage package deliveries through the Parcel.app tracking API.…
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| 29346 |
shop
Claim
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| 29347 |
Linear MCP Server
Claim
An open-source Model Context Protocol server that enables interaction with the …
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| 29348 |
garmin-connect-mcp
Claim
An MCP server for Garmin Connect that provides access to fitness activities, he…
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| 29349 |
Streamable Demo
Claim
Manage and summarize text notes efficiently using a simple MCP server. Create n…
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| 29350 |
godson_1
Claim
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