MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48201 |
mendix-mcp-server
Claim
Enables AI agents to read and modify Mendix application models through MCP tool…
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| 48202 |
prexist
Claim
Search across 9 platforms to find existing products similar to your idea.
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| 48203 |
mcp-blanko
Claim
A TypeScript template for building MCP servers with placeholder tools and dual …
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| 48204 |
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
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| 48205 |
fruits-mcp
Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
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| 48206 |
kustodyan-mcp
Claim
Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
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| 48207 |
harmony-mcp
Claim
An MCP server that enables AI assistants to interact with WeChat Mini Programs,…
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| 48208 |
open-browser-control
Claim
Enables AI agents to control the user's Chrome or Firefox browser, leveraging e…
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| 48209 |
schedulala
Claim
Schedule and publish social posts to 12 platforms with first comments, analytic…
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| 48210 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 48211 |
mcp-umphreys
Claim
Enables querying Umphrey's McGee setlist data including shows, songs, jam chart…
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| 48212 |
veritasgraph
Claim
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-gr…
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| 48213 |
QSimHealth
Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
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| 48214 |
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
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| 48215 |
Neo — AI/ML Engineering
Claim
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
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| 48216 |
A Model Context Protocol server for JavaScript/TypeScript development, providin…
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| 48217 |
Jobber MCP Connector
Claim
Connects Claude to Jobber to manage clients, jobs, invoices, quotes, and schedu…
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| 48218 |
Enables natural language management of Google Tag Manager resources including a…
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| 48219 |
EasyEDA Pro MCP Server
Claim
Enables AI-powered autonomous hardware design within EasyEDA Pro, allowing user…
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| 48220 |
@career-now/mcp
Claim
Enables AI agents to search and explore a large database of tech job listings w…
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| 48221 |
An MCP server for offline network forensic analysis and threat intelligence, en…
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| 48222 |
tarot-mcp-server
Claim
Provides tarot card meanings, spreads (three-card, yes/no), and random draws fo…
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| 48223 |
BugForge
Claim
AI-powered QA defect reporting MCP server that generates Jira-ready defect repo…
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| 48224 |
kothar
Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
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| 48225 |
dev953
Claim
dev953 method companion: exposes its multi-agent coding method as callable MCP …
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| 48226 |
NotebookLM MCP Server
Claim
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
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| 48227 |
extrapify
Claim
Structured web context infrastructure for AI agents. Extract reliable schema-gu…
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| 48228 |
Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so…
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| 48229 |
A Model Context Protocol server that uses Git as a backend for a collaborative …
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| 48230 |
dns-security-mcp
Claim
Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categorie…
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| 48231 |
sickslip-verify
Claim
Verify the authenticity of a SickSlip doctor's note from your AI assistant.
Si…
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| 48232 |
MCP server providing Playwright test generation wizard with intelligent prompts…
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| 48233 |
Oraclarr
Claim
Read-only diagnostic MCP server for a self-hosted arr stack (Sonarr, Radarr, Pr…
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| 48234 |
simple-asr-mcp
Claim
Minimal MCP server for local speech recognition using faster-whisper. Runs on C…
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| 48235 |
Signvoy
Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
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| 48236 |
OpenAlice Trading MCP
Claim
Exposes OpenAlice's Trade-as-Git trading workflow to MCP-capable AI agents, ena…
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| 48237 |
gallica-mcp
Claim
Enables searching and accessing OCR text from millions of digitized documents i…
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| 48238 |
Grounded Horizon Media brand Q&A for AI assistants. Authenticated MCP; brand_au…
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| 48239 |
AppCrane
Claim
AppCrane is the self-hosted home for the apps your AI builds and your AI deploy…
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| 48240 |
Wavix
Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
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| 48241 |
OPNsense MCP Server
Claim
OPNsense MCP Server
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| 48242 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
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| 48243 |
overtone-news-mcp
Claim
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
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| 48244 |
Ask on Slack MCP Server
Claim
Enables AI assistants to request information and clarification from humans via …
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| 48245 |
Motley MCP Server
Claim
Live NYC family data: neighborhoods, schools, admissions, safety, health, and r…
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| 48246 |
mcp-oracle-db
Claim
MCP server for Oracle Database enabling AI assistants to explore schemas, run q…
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| 48247 |
awesome-trading-agents
Claim
Curated list of LLM-driven trading agents, MCP servers, and agent skills for ma…
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| 48248 |
genskill-mcp
Claim
An MCP server that lets AI agents build on GenLayer by searching documentation,…
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| 48249 |
genai_sandbox_nuvepro
Claim
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| 48250 |
Fetch Http
Claim
Enables fetching HTTP resources through the MCP protocol.
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