MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31151 |
YouTube Knowledge Base
Claim
Enables semantic search across thousands of indexed educational YouTube videos …
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| 31152 |
Pipeworx Catalog
Claim
Pipeworx Catalog MCP — Exposes the full Pipeworx platform to Claude
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| 31153 |
pre.dev
Claim
Better than Cursor Plan Mode. Generate full architected specifications given an…
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| 31154 |
mcp-pyright
Claim
MCP server that exposes Pyright language server functionality
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| 31155 |
MyGenome
Claim
Personal Genome Exploration
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| 31156 |
MCP Stdio Wrapper
Claim
A development tool that serves as a bridge to launch and inspect other stdio MC…
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| 31157 |
Provides unrestricted access to your development environment with filesystem op…
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| 31158 |
Enable seamless interaction with your Figma designs by connecting MCP clients t…
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| 31159 |
Vari Hydration Tools
Claim
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
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| 31160 |
jira-mcp-server
Claim
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| 31161 |
Pallas Athena Tools
Claim
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
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| 31162 |
dingdawg-finance-agent
Claim
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
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| 31163 |
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
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| 31164 |
america-law-graph
Claim
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
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| 31165 |
mcp-server
Claim
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| 31166 |
Fan Token Intel MCP
Claim
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
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| 31167 |
Fidensa
Claim
Independent AI certification authority. Trust scores, search, comparison, and v…
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| 31168 |
amocrm-mcp
Claim
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
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| 31169 |
Flag MCP
Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
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| 31170 |
formanator
Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
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| 31171 |
Marvenn MCP Server
Claim
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
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| 31172 |
ab100
Claim
Exam AB-100: Agentic AI Business Solutions Architect
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| 31173 |
prometheus-mcp
Claim
Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (rea…
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| 31174 |
An MCP server that created for demo
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| 31175 |
SemiProcess MCP Server
Claim
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
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| 31176 |
GateSolve CAPTCHA Solver
Claim
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
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| 31177 |
whoop-mcp
Claim
Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/…
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| 31178 |
Calculator Service
Claim
Provide precise and efficient calculation capabilities to your agents. Enable s…
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| 31179 |
randomaistuff
Claim
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| 31180 |
open-brain-template
Claim
Persistent memory + smart query for AI agents. Visual dashboard, semantic searc…
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| 31181 |
Amazon Product Search
Claim
Enable seamless Amazon product searches with detailed information, including de…
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| 31182 |
ToolPipe MCP Server
Claim
Provides a suite of 35 developer utility APIs including code formatting, data c…
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| 31183 |
claude-mesh
Claim
Networked Claude-to-Claude messaging over HTTP + MCP channels — DM, broadcast, …
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| 31184 |
forecasting-mcp-server
Claim
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| 31185 |
Enables secure management of CTERA Portal file systems and administration throu…
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| 31186 |
semantic-pdf-indexer-mcp
Claim
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| 31187 |
recipe-mcp
Claim
Generate and remix recipes using cookwith.co
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| 31188 |
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
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| 31189 |
VS29081
Claim
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| 31190 |
backlog
Claim
Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skil…
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| 31191 |
fedlex-mcp
Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
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| 31192 |
Canvas LMS MCP Server
Claim
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
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| 31193 |
skysql-mcp-test
Claim
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| 31194 |
lastest
Claim
Run visual regression tests, review diffs, and manage baselines on a Lastest in…
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| 31195 |
UnrealBlueprintMCP
Claim
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
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| 31196 |
Google Books MCP Server
Claim
Enables natural language book searches using the Google Books API to retrieve d…
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| 31197 |
MCP Server TypeScript
Claim
A production-ready TypeScript MCP server providing basic tools (add, echo, time…
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| 31198 |
Inistate MCP
Claim
MCP server for the Inistate platform: module discovery, entry management, and a…
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| 31199 |
lookup-modern-dictionary
Claim
Look up word meanings fast. Get clear definitions and common usage to support r…
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| 31200 |
scout-intel-mcp
Claim
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
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