MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28351 |
Anirudh Kamath Server
Claim
Provide a dedicated MCP server focused on functionalities related to Anirudh Ka…
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| 28352 |
A Model Context Protocol server that enables applications to interact with Gmai…
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| 28353 |
qwen
Claim
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| 28354 |
Soulseek MCP Server
Claim
Enables Claude to search and download music files from the Soulseek peer-to-pee…
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| 28355 | — | |||||||||
| 28356 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
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| 28357 |
Velt API Server
Claim
Enable seamless interaction with the Velt API through a dedicated MCP server. I…
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| 28358 |
nexonco-mcp
Claim
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| 28359 |
Meilisearch API Server
Claim
Provide AI models with seamless access to Meilisearch's powerful search and ind…
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| 28360 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
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| 28361 |
imgx
Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
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| 28362 |
n8n-mcp
Claim
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| 28363 |
Odoo MCP Server
Claim
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
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| 28364 |
Metro MCP
Claim
MCP server for React Native/Expo runtime debugging, inspection, and automation …
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| 28365 |
codeqr-mcp-server
Claim
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| 28366 |
Thoughtproof-mcp
Claim
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
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| 28367 |
Airtable MCP
Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
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| 28368 |
Bitrix24 MCP Server
Claim
An integration server that enables AI agents to securely interact with Bitrix24…
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| 28369 |
Enables deployment and management of GPU workloads across multiple cloud provid…
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| 28370 |
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
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| 28371 |
BPS MCP Server
Claim
Enables AI clients to access official Indonesian statistical data from Badan Pu…
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| 28372 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
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| 28373 |
suna11
Claim
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| 28374 |
Enables users to manage medical appointments by searching for doctors, checking…
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| 28375 |
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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| 28376 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
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| 28377 |
Synesthetic MCP
Claim
Enables validation, diff generation, and backend population for Synesthetic ass…
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| 28378 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 28379 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
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| 28380 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
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| 28381 |
contextflow-mcp
Claim
Enables semantic code search and AI-powered Q\&A over vectorized repositories d…
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| 28382 |
ssis-adf-agent
Claim
An MCP server that enables automated analysis and conversion of SSIS packages i…
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| 28383 |
pdf-reader-mcp
Claim
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| 28384 |
Veroq
Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
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| 28385 |
UK Parliament MCP Server
Claim
Provides access to live UK Parliament data including bills, votes, MP profiles,…
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| 28386 |
Godle
Claim
Free AI prompt orchestration with 185 expert roles, 1,741 templates, and 4 MCP …
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| 28387 |
sustainability-auditor
Claim
Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and…
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| 28388 |
AILANG Parse
Claim
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, foot…
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| 28389 |
lenderwiki
Claim
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
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| 28390 |
Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verifi…
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| 28391 |
cwmcp
Claim
An MCP server that provides audiobook pipeline tools for the CollapsingWave pla…
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| 28392 |
Custify MCP Server
Claim
Connects AI assistants to Custify customer success data for querying account me…
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| 28393 |
Github MCP Server Java
Claim
A Java implementation of the GitHub MCP (Model Context Protocol) Server using S…
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| 28394 |
Redmine MCP Server
Claim
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
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| 28395 |
claude-voice-notify
Claim
A multi-provider voice notification MCP server that enables Claude Code to prov…
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| 28396 |
A lightweight server built with FastMCP and SQLite for managing personal financ…
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| 28397 |
Pandoc Bridge
Claim
Enables document format conversion between 40+ formats including Markdown, HTML…
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| 28398 |
A Python port of the official Perplexity MCP server that enables web-grounded Q…
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| 28399 |
GEP MCP Motor
Claim
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
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| 28400 |
mssql-mcp
Claim
An MCP server that enables interaction with Microsoft SQL Server instances usin…
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