MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39751 |
kicad-mcp
Claim
Enables natural language control of KiCad PCB design software through Claude De…
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| 39752 |
mssql-mcp-reader
Claim
Read-only Model Context Protocol server for Microsoft SQL Server. Enables safe …
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| 39753 |
@tasque/piazza-mcp
Claim
MCP server for Piazza Q&A platform, enabling course management, post creation, …
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| 39754 |
Detects GTM hiring activity from company career pages via Greenhouse, Lever, As…
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| 39755 |
Enables building, running unit tests, and instrumented tests for Android projec…
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| 39756 |
vMCP
Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
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| 39757 |
razorpay-recon-mcp
Claim
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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| 39758 |
document-reader-mcp
Claim
Universal MCP server for extracting text from various document formats includin…
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| 39759 |
OpenCode MCP Server
Claim
Refines development prompts and stores semantic memory to save tokens in comple…
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| 39760 |
litmos-mcp
Claim
Read-only MCP server for Litmos LMS that exposes user profiles, course results,…
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| 39761 |
MoA MCP Server
Claim
Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
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| 39762 |
mc8yp
Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
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| 39763 |
GitHub Support Assistant
Claim
Helps support engineers find similar GitHub issues to speed up troubleshooting …
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| 39764 |
catalog-api
Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
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| 39765 |
Nexez Agentic Commerce
Claim
Find Nexez sellers, inspect offers, and validate checkout or negotiation before…
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| 39766 |
Vidofy
Claim
Generate video, images, audio and speech with Vidofy — Veo 3.1, Kling 3.0, Flux…
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| 39767 |
Paragraph MCP
Claim
MCP server that connects AI agents to your Paragraph publication, enabling post…
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| 39768 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
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| 39769 |
Arch-Master MCP
Claim
Multi-stack scaffolding engine for generating production-ready module structure…
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| 39770 |
spotify-mcp-server
Claim
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
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| 39771 |
mpp32-mcp-server
Claim
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs yo…
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| 39772 |
moltline-mcp
Claim
Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, …
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| 39773 |
obsidian-mcp
Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
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| 39774 |
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| 39775 |
pid
Claim
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| 39776 |
Enables appending content to Google Docs and creating Gmail drafts with interac…
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| 39777 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
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| 39778 |
metatrader-mcp-server
Claim
Enables natural language management of MetaTrader 5 accounts, including checkin…
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| 39779 |
obsidianMCP
Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
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| 39780 |
GEOScore MCP Server
Claim
Enables scanning websites for AI search readiness, generating fixes like llms.t…
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| 39781 |
Author and validate Calaf workspace seeds against the app's real importer. No a…
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| 39782 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 39783 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
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| 39784 |
Hermes Blockchain Oracle
Claim
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
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| 39785 |
Offers real-time stock prices, sector and historical analysis, top performers f…
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| 39786 |
Emercoin swap
Claim
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
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| 39787 |
Hyperliquid MCP Server
Claim
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
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| 39788 |
officialai-takedown
Claim
Enables capturing evidence, retrieving platform takedown processes, and draftin…
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| 39789 |
Airtable MCP Server
Claim
Enables interaction with Airtable bases and tables, allowing schema inspection …
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| 39790 |
Clover POS
Claim
Clover POS for a single merchant: sales, inventory, orders, customers (reads + …
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| 39791 |
mcp-supabase
Claim
Enables interaction with Supabase databases, including listing tables, querying…
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| 39792 |
bing-seo-mcp
Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
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| 39793 |
A flock of AI users tests your deployed app and reports where real people get s…
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| 39794 |
adila-mcp
Claim
MCP server to manage Adila platform via natural language, enabling deploys, log…
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| 39795 |
mcp-rule
Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
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| 39796 |
MCP server for the Graphite Financial Knowledge Graph, enabling natural languag…
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| 39797 |
spoken
Claim
Fetch published podcast transcripts as clean Markdown with real speaker names (…
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| 39798 |
betting-brain-v3
Claim
Provides betting intelligence and analytics tools including exposure, CLV, shar…
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| 39799 |
Norma by Quality Clouds
Claim
Checks AI-written code against your rules as it is written, and keeps a record …
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| 39800 |
internet-context-mcp
Claim
A read-only MCP server that gives AI agents the web as compact, ranked, verifie…
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