MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31201 |
agent-registry
Claim
The Registry for the Agent Economy
Discover, verify, and connect with AI agents…
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| 31202 |
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| 31203 |
mcp-server-v2
Claim
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| 31204 |
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitH…
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| 31205 |
NeedHuman
Claim
Human-in-the-loop MCP server. When your agent is blocked by CAPTCHA, identity v…
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| 31206 |
test
Claim
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| 31207 |
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
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| 31208 |
json-to-toon-mcp-server
Claim
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| 31209 |
Autotask PSA
Claim
Access Kaseya Autotask PSA to search, create, and update companies, contacts, t…
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| 31210 |
snapcall-test
Claim
Launch instant calls and share links with customers. Start an Assist recording …
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| 31211 |
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
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| 31212 |
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
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| 31213 |
flatland
Claim
Financial modeling engine for AI agents. Build typed P&Ls, run scenario analysi…
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| 31214 |
WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.
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| 31215 |
webfetch-mcp
Claim
Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped cust…
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| 31216 |
memory-mcp
Claim
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
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| 31217 |
Scribbletune MCP Server
Claim
Enables AI agents to generate MIDI clips from natural language descriptions and…
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| 31218 |
test
Claim
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| 31219 |
my-smithly-app
Claim
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| 31220 |
XcodeBuildMCP
Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
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| 31221 |
Solentic
Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
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| 31222 |
duckdb
Claim
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| 31223 |
open-registry-poc
Claim
PoC: Open Registry supply chain — unvetted server listing (security research)
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| 31224 |
Usaspending
Claim
USAspending MCP — Federal spending data from USAspending.gov API
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| 31225 |
Axom MCP Server
Claim
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
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| 31226 |
A Test MCP server that provides tools, promts and resources
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| 31227 |
instinct
Claim
Self-learning memory for AI coding agents with pattern detection and confidence…
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| 31228 |
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
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| 31229 |
ERINYS
Claim
Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and…
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| 31230 |
Nouz
Claim
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
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| 31231 |
pentest-ai
Claim
The most autonomous pentesting AI on the market. MCP server + Python agents wit…
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| 31232 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 31233 |
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
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| 31234 |
MCP server that nudges better AI session behavior through token usage and effic…
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| 31235 |
sequential-thinking
Claim
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| 31236 |
An MCP server designed to work with FFmpeg for media processing tasks, offering…
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| 31237 |
google-researcher
Claim
MCP server providing Google Search, web scraping, and multi-source research too…
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| 31238 |
TuringCorp MCP Server
Claim
A remote MCP server template for Cloudflare Workers that enables deployment of …
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| 31239 |
MCP Family Kiosk Display
Claim
An MCP server that provides LLM-controlled kiosk display tools for family manag…
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| 31240 |
Slug Generator API
Claim
URL-friendly slugs from text — transliteration, custom separators. x402 micro…
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| 31241 |
Region Weather
Claim
Provide accurate and up-to-date weather information for any city or region worl…
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| 31242 |
Socialcrawl
Claim
Access 21+ real-time social media data from a single API
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| 31243 |
tourmis
Claim
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| 31244 |
Hello
Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
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| 31245 |
lunchmoney-mcp
Claim
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
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| 31246 |
Linkedin_ads
Claim
LinkedIn Ads MCP Pack
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| 31247 |
Enables exploration and search of local filesystems using glob pattern matching…
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| 31248 |
Image resize and format conversion API for AI agents. Resize images from URL: c…
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| 31249 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 31250 |
kustodia-escrow
Claim
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
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