MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27601 |
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
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| 27602 |
asdf
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| 27603 |
test
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| 27604 |
DomainFinder MCP Server
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Enables users to check domain name availability across 877 TLDs, generate intel…
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| 27605 |
MemoTrader MCP Server
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AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
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| 27606 |
PEP MCP Server
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Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
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| 27607 |
clawrag
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| 27608 |
Olostep MCP server for web scraping, google search and website urls search.
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| 27609 |
Clind MCP Server
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A Shopify-focused MCP server that enables AI agents to manage store operations …
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| 27610 |
browserbase
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| 27611 |
neo
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| 27612 |
seline
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Seline is a local-first AI desktop application that brings together conversatio…
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| 27613 |
mcp-test2
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| 27614 |
MCPy
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A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 27615 |
sentryfrogg-mcp
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| 27616 |
IIITH Mess MCP
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Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
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| 27617 |
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
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| 27618 |
FastAPI MCP Template
Claim
Production-ready API server template integrating FastAPI with Model Context Pro…
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| 27619 |
Copado MCP Server
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Provide a flexible MCP server implementation that enables integration of LLMs w…
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| 27620 |
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
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| 27621 |
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
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| 27622 |
mcp-server
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| 27623 |
human-survey
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Feedback collection for AI agents. Create surveys, collect responses, get resul…
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| 27624 |
Persistent memory for AI assistants with semantic search and knowledge graph re…
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| 27625 |
Cisco Catalog MCP Server
Claim
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
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| 27626 |
mcp-engine-public
Claim
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
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| 27627 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
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| 27628 |
business-central-mcp
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MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
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| 27629 |
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
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| 27630 |
tradestaq-mcp
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AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
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| 27631 |
ai-pdf-assistant
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| 27632 |
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
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| 27633 |
test
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| 27634 |
interordra-mcp
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Detects semantic gaps between texts. Use when a conversation is failing, a ques…
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| 27635 |
MCP Database Filesystem
Claim
Enables SQL Server database operations (queries, table management) and file sys…
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| 27636 |
agent-media
Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
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| 27637 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 27638 |
The human API for AI agents. When your agent hits a task it can't do — verify a…
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| 27639 |
cratedocs-mcp
Claim
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
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| 27640 |
GPT MCP Server
Claim
Enables ChatGPT Desktop to securely access and search local filesystem files th…
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| 27641 |
nandi-proxmox-mcp
Claim
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
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| 27642 |
perf
Claim
Benchmark, memory, Big O analysis for AI agents
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| 27643 |
vsfclubshashi
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| 27644 |
Sundr Repair Advisor
Claim
Repair or replace? Get device repair costs, local shops, trade-in values.
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| 27645 |
An MCP server that exposes the OpenBB widgets.json specification as structured,…
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| 27646 |
Pwno MCP
Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
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| 27647 |
DocGen MCP Server
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Automates the creation of standardized documentation by extracting information …
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| 27648 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 27649 |
Bridge MCP Server
Claim
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
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| 27650 |
adad11
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