MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45451 |
LabelBridge MCP
Claim
This MCP server enables human-in-the-loop semantic labeling by creating self-co…
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| 45452 |
HubSpot CRM API Server
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Provide standardized access and management of HubSpot CRM data through a compre…
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| 45453 |
component-contracts
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Provides two MCP servers: Variant Authority for managing component variant mani…
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| 45454 |
Stock MCP
Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
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| 45455 |
context-vault
Claim
Governed memory for AI agents (Paramind AI): conflict-checked writes, time-trav…
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| 45456 |
ClaimHit
Claim
Find products & standards using a patent - verified targets for licensing or en…
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| 45457 |
TubePull
Claim
Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Fr…
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| 45458 |
notion-enhanced
Claim
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
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| 45459 |
db3-atlassian-mcp
Claim
Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and …
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| 45460 |
UniArticles MCP Server
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Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
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| 45461 |
Figma MCP Complete
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Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accu…
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| 45462 |
mcp-openai-images-audio
Claim
Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
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| 45463 |
MCP server for accessing VS Code/Cursor Local History
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| 45464 |
Outlook MCP Server
Claim
Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emai…
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| 45465 |
Enables AI agents to read and write a local-first knowledge base of plain markd…
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| 45466 |
MCP SQL Server
Claim
A Model Context Protocol server that enables Claude to query, monitor, and anal…
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| 45467 |
SendGrid MCP Server
Claim
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
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| 45468 |
Coupang MCP Server
Claim
Enables searching and retrieving product information from Coupang (Korean e-com…
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| 45469 |
Eli
Claim
AI ops team for founders: approvals queue, inbox triage, briefing, follow-up dr…
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| 45470 |
fallestatepractice-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
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| 45471 |
anki-mcp
Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
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| 45472 |
a6a27
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| 45473 |
LinkedIn MCP Zero
Claim
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
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| 45474 |
mcp-security-toolkit
Claim
Provides security audit primitives for MCP servers, agent tool schemas, and sys…
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| 45475 |
GeoLabel
Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
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| 45476 |
verification-mcp
Claim
Enables AI agents to fact-check claims, verify citations, and check source fres…
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| 45477 |
yfinance MCP Server
Claim
Provides Yahoo Finance data including stock info, historical prices, dividends,…
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| 45478 |
tilt-mcp
Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
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| 45479 |
mcp-web-calc
Claim
Provides web search, URL fetching, summarization, math evaluation, and Wikipedi…
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| 45480 |
Local LLM MCP Tool
Claim
A local MCP server that runs Llama models entirely on your machine. No API keys…
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| 45481 |
Heista
Claim
Decode video ads, load brand intelligence, generate ad scripts.
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| 45482 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
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| 45483 |
outreacher
Claim
AI-powered lead qualification system with an MCP server for Claude Desktop, ena…
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| 45484 |
MCP Excel Server
Claim
Enables AI agents to read, write, analyze, and transform Excel spreadsheets (.x…
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| 45485 |
hhhtest
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| 45486 |
aero-allocator
Claim
MCP server that forecasts next-epoch demand for Aerodrome pools on Base and tur…
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| 45487 |
ai-prompt-optimizer
Claim
Cloudflare Workers MCP server: ai-prompt-optimizer
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| 45488 |
Gonka Network Pricing
Claim
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
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| 45489 |
Fortigate MCP
Claim
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
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| 45490 |
This server enables multi-agent conversations for interacting with Cirro's biol…
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| 45491 |
mcp-now
Claim
Provides tools to get the current date and time, with optional timezone support…
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| 45492 |
Apex AI Academy
Claim
Co-Learn with your Agent: fact-checked AI lessons with Human and Agent views.
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| 45493 |
A10 Guardian
Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
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| 45494 |
sports-pulse-mcp
Claim
MCP server that enables Claude Desktop to access real-time sports data includin…
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| 45495 |
Kagi-Session2API-MCP
Claim
Free Kagi Search MCP server — access search and summarizer via session tokens, …
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| 45496 |
MCP_repo
Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
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| 45497 |
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
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| 45498 |
codex-master-mcp
Claim
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
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| 45499 |
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
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| 45500 |
tractatus_thinking
Claim
An MCP server that breaks down complex concepts into fundamental logical compon…
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