MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 3 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37251 |
easypanel-mcp
Claim
MCP server for EasyPanel that enables AI agents to manage servers, projects, se…
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| 37252 |
painprep-mcp-server
Claim
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-…
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| 37253 |
Telegram Community MCP
Claim
Enables hybrid search over Telegram community message history, combining full-t…
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| 37254 |
clickup-custom-mcp
Claim
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
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| 37255 |
Futurykon MCP Server
Claim
Connects AI agents to the Futurykon prediction platform, enabling them to query…
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| 37256 |
hermes-oh-my-pi-mcp
Claim
A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …
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| 37257 |
DB_Talk
Claim
Enables natural language interaction with SQLite databases using LangChain and …
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| 37258 |
MCP Memory Server
Claim
Cross-session persistent memory system using Markdown files and SQLite FTS5 ful…
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| 37259 |
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
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| 37260 |
tuning-engines
Claim
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
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| 37261 |
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
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| 37262 |
Orenyl
Claim
MCP server providing agent memory with deterministic deletion guarantees, enabl…
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| 37263 |
nc-forms-mcp
Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
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| 37264 |
whed-tools
Claim
An MCP-native pipeline for collecting structured intelligence on higher educati…
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| 37265 |
vuln-mcp-server
Claim
A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testin…
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| 37266 |
@arcis/mcp
Claim
Connect any AI agent to Arcis Protocol DeFi vaults through natural language, en…
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| 37267 |
Captures browser console messages (log, warn, error, etc.) and makes them avail…
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| 37268 |
ScoutScore
Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
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| 37269 |
txt-to-md-mcp
Claim
Enables writing text content to Markdown files with folder organization and ove…
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| 37270 |
Green API WhatsApp
Claim
MCP gateway for WhatsApp via Green API: messaging, contacts, groups and instanc…
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| 37271 |
FL Studio MCP Server
Claim
Enables AI assistants to control FL Studio on Windows through a local MCP serve…
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| 37272 |
MinIO MCP Server
Claim
Enables interaction with MinIO object storage through a standardized Model-Cont…
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| 37273 |
Local MCP server for checking council bin collection dates from a residential a…
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| 37274 |
mcp-server
Claim
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| 37275 |
MCP by Amal Alexander
Claim
An MCP server that connects AI assistants to SEO platforms like Google Search C…
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| 37276 |
Micu Image MCP
Claim
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
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| 37277 |
david-mcp7
Claim
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| 37278 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
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| 37279 |
maxoperf
Claim
Load & browser performance testing — drive MaxoPerf from your AI agent with you…
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| 37280 |
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
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| 37281 |
theHarvester MCP Server
Claim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
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| 37282 |
Vivado MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
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| 37283 |
My Portfolio MCP Server
Claim
A Model Context Protocol (MCP) server for managing investment portfolios, enabl…
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| 37284 |
Enables interaction with translation helps APIs through multiple interfaces (MC…
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| 37285 |
DevLab MCP Suite
Claim
Modular testing and automation MCP servers for Android devices, desktop browser…
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| 37286 |
umami-mcp-server
Claim
An MCP server that gives Claude read access to Umami web analytics, allowing na…
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| 37287 |
Memory MCP
Claim
Gives AI coding agents persistent, evolving knowledge about a codebase, enablin…
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| 37288 |
28 tools that make AI write, implement, and verify structured intent — so hallu…
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| 37289 |
Slovak court decisions as MCP tools. 12,000+ decisions, GDPR-compliant, pseudon…
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| 37290 |
drf-mcp
Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
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| 37291 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 37292 |
Secops Toolkit MCP
Claim
Local, no-API-key MCP server with seven defensive SecOps tools for AI agents: e…
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| 37293 |
Draw Things MCP Server
Claim
Enables free local image generation from Claude Desktop/Claude Code using the D…
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| 37294 |
academic-search-mcp
Claim
MCP server for academic research using the OpenAlex API, enabling article searc…
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| 37295 |
sshand
Claim
An open MCP server that gives any AI agent SSH access to remote Linux/Unix mach…
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| 37296 |
sbl-probe
Claim
Serial communication and protocol analysis MCP server that gives AI coding assi…
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| 37297 |
Final Notice
Claim
Free, no-auth generator for professional debt-collection demand letters as prin…
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| 37298 |
Granola
Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
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| 37299 |
QuantGist
Claim
Macro events, earnings & market data from QuantGist for Claude and other AI age…
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| 37300 |
ConvRadar
Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
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