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 | ||||||||||
| 28201 |
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
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| 28202 |
MetaMCP Admin MCP
Claim
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
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| 28203 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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| 28204 |
KrystalView Analytics
Claim
AI agent access to website analytics, session replay, and anomaly detection.
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| 28205 |
mcp-a11y-service
Claim
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
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| 28206 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 28207 |
TickerAPI
Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
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| 28208 |
APIMesh MCP Server
Claim
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
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| 28209 |
clipboard-mcp
Claim
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
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| 28210 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
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| 28211 |
kevros-mcp
Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
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| 28212 |
This server acts as a bridge between your Notion workspace and your development…
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| 28213 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 28214 |
mcp111
Claim
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| 28215 |
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
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| 28216 |
asdf
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| 28217 |
test
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| 28218 |
DomainFinder MCP Server
Claim
Enables users to check domain name availability across 877 TLDs, generate intel…
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| 28219 |
MemoTrader MCP Server
Claim
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
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| 28220 |
PEP MCP Server
Claim
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
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| 28221 |
clawrag
Claim
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| 28222 |
Olostep MCP server for web scraping, google search and website urls search.
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| 28223 |
Clind MCP Server
Claim
A Shopify-focused MCP server that enables AI agents to manage store operations …
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| 28224 |
browserbase
Claim
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| 28225 |
neo
Claim
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| 28226 |
seline
Claim
Seline is a local-first AI desktop application that brings together conversatio…
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| 28227 |
mcp-test2
Claim
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| 28228 |
MCPy
Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 28229 |
sentryfrogg-mcp
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| 28230 |
IIITH Mess MCP
Claim
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
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| 28231 |
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
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| 28232 |
FastAPI MCP Template
Claim
Production-ready API server template integrating FastAPI with Model Context Pro…
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| 28233 |
Copado MCP Server
Claim
Provide a flexible MCP server implementation that enables integration of LLMs w…
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| 28234 |
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
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| 28235 |
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
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| 28236 |
mcp-server
Claim
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| 28237 |
human-survey
Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
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| 28238 |
Persistent memory for AI assistants with semantic search and knowledge graph re…
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| 28239 |
Cisco Catalog MCP Server
Claim
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
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| 28240 |
mcp-engine-public
Claim
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
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| 28241 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
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| 28242 |
business-central-mcp
Claim
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
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| 28243 |
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
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| 28244 |
tradestaq-mcp
Claim
AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
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| 28245 |
ai-pdf-assistant
Claim
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| 28246 |
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
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| 28247 |
test
Claim
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| 28248 |
interordra-mcp
Claim
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
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| 28249 |
MCP Database Filesystem
Claim
Enables SQL Server database operations (queries, table management) and file sys…
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| 28250 |
agent-media
Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
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