MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32051 |
baselayer
Claim
Serves portable behavioral identity models via MCP.
Extracts how a person thin…
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| 32052 |
OCR Text Extraction API
Claim
Extract text from images using OCR. Tesseract-powered. x402 micropayment.
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| 32053 |
Haunt API
Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
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| 32054 |
frontend-dev-mcp
Claim
An MCP server that provides tools for frontend development, including i18n issu…
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| 32055 |
FinanceExpert
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Enables fetching stock quotes, historical prices as CSV, and plain-text Unicode…
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| 32056 |
r324
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| 32057 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
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| 32058 |
Literature-review automation for grad students, R&D teams, and research agents.…
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| 32059 |
vscode-notebook-mcp
Claim
Exposes VSCode Jupyter notebooks to MCP-compatible AI agents, enabling them to …
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| 32060 |
Token Saver MCP
Claim
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
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| 32061 |
gdb_mcp
Claim
An MCP server that enables AI assistants to control GDB debugging sessions, inc…
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| 32062 |
wanderlog-mcp
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MCP server for Wanderlog that lets AI clients read and edit trip itineraries th…
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| 32063 |
Chart-Output MCP Server
Claim
Enables AI agents to generate and render charts as PNG, SVG, or WebP images dir…
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| 32064 |
mcp-wp
Claim
A full control with your WP site
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| 32065 |
Enables structured problem-solving through sequential thinking stages with pers…
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| 32066 |
smart-search
Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
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| 32067 |
Mevzuat MCP
Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
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| 32068 |
mcp-audit
Claim
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findin…
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| 32069 |
AgentSkills MCP Server
Claim
Provides AI tools with access to real-time web search, automated code reviews, …
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| 32070 |
test1
Claim
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| 32071 |
MCP Launch Assistant
Claim
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
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| 32072 |
mcp-agent-opt
Claim
Provides code-aware context compression by stripping comments, docstrings, and …
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| 32073 |
echo3s-io
Claim
AI-powered multi-voice audiobook creation platform. Provides tools for pricing,…
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| 32074 |
Clevername
Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
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| 32075 |
Word Memory Tool
Claim
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
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| 32076 |
ARGENTUM
Claim
Karma economy for AI agents. Community attestations, on-chain reputation on Arb…
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| 32077 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 32078 |
HiveTrust
Claim
KYA identity verification, trust scoring, and performance bonds for AI agents
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| 32079 |
apix420
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| 32080 |
OSOP MCP Server
Claim
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
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| 32081 |
leadpipe
Claim
Official MCP server for Leadpipe intent and data APIs.
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| 32082 |
memory-graph
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| 32083 |
calibre-mcp
Claim
Enables searching, reading, and managing a Calibre ebook library through natura…
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| 32084 |
mcp-qiskit
Claim
MCP server exposing Qiskit 2.3.1 quantum computing functionality
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| 32085 |
namemyapp
Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
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| 32086 |
OpenTTT-MCP
Claim
MCP Server for OpenTTT — Proof of Time tools for AI agents
AI Agent A and Agen…
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| 32087 |
highstory-mcp
Claim
High Story MCP Server - Automate AI content campaigns and social media manageme…
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| 32088 |
agify
Claim
Agify MCP — age prediction from first name (agify.io, free, no auth)
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| 32089 |
post-server
Claim
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| 32090 |
claude-engram
Claim
Persistent memory and session intelligence for Claude Code. Auto-tracks mistake…
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| 32091 |
Provides tools to analyze test failures, cluster similar failures, and detect f…
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| 32092 |
Search Swiss classifieds on Joomil.ch — top marketplace in French-speaking Swit…
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| 32093 |
LinkShrink MCP
Claim
Privacy-first URL shortener with analytics
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| 32094 |
eustore
Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
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| 32095 |
image
Claim
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| 32096 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 32097 |
schwab-mcp
Claim
An MCP server that connects to the Charles Schwab brokerage API to enable accou…
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| 32098 |
Phoenix Number
Claim
phoenix-number MCP — wraps StupidAPIs (requires X-API-Key)
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| 32099 |
Find Flights MCP Server
Claim
Enables searching and retrieving flight information using Duffel API, supportin…
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| 32100 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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