MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 4 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61851 |
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 61852 |
mcp-server-metatool
Claim
A proxy MCP server that aggregates tools from multiple MCP servers and forwards…
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| 61853 |
qgis-mcp-codex
Claim
Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…
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| 61854 |
phantom-touch
Claim
An MCP server for iOS simulator automation with reliable clipboard-based text i…
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| 61855 |
bioportal-mcp
Claim
A Model Context Protocol (MCP) server for interacting with the BioPortal API to…
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| 61856 |
Enables MCP clients to control Bosch Smart Home Cameras via natural language, i…
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| 61857 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 61858 |
MCP Memory Graph
Claim
Authority-weighted memory graph for AI agents with conflict detection and seman…
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| 61859 |
agent-services-mcp
Claim
MCP Server for Git operations, agent templates, and project utilities.
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| 61860 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 61861 |
Enables MCP host applications to retrieve and process structured documentation …
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| 61862 |
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
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| 61863 |
Enables executing Python code, managing environments and packages, and performi…
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| 61864 |
MCP server for Skim code transformation. Compresses code 60-95% for LLM context…
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| 61865 |
Smallest MCP Server
Claim
MCP server for the Smallest AI platform that enables managing AI voice agents, …
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| 61866 |
Model Context Protocol (MCP) server that interacts with Shopify Dev.
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| 61867 |
WPCafe MCP Server
Claim
Connect any MCP-compatible AI assistant to your WordPress site running the WPCa…
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| 61868 |
vsfclubnew
Claim
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| 61869 |
Shape MCP Server
Claim
Provides AI assistants access to Shape's onchain data including gasback distrib…
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| 61870 |
ai-brain
Claim
Enables AI assistants like Claude and Codex to read, write, search, and travers…
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| 61871 |
Remoote Remote Jobs MCP
Claim
Search remote jobs, compare salaries, create alerts, and request user-confirmed…
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| 61872 |
Enables interaction with WhatsApp Business tools and services through a unified…
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| 61873 |
phren
Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
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| 61874 |
remote-mcp-server
Claim
MCP server on Cloudflare Workers with OAuth login, enabling remote tool calls l…
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| 61875 |
pokemon-mcp-server
Claim
Enables fetching detailed Pokémon data from PokéAPI, including Pokémon info, ty…
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| 61876 |
vibeMK
Claim
Enables complete management of CheckMK monitoring environments through natural …
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| 61877 |
mcp-alphafold
Claim
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
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| 61878 |
Chrome Browser Control
Claim
Enables controlling a local Chrome browser via MCP tools, using a Chrome extens…
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| 61879 |
Provides a tool for searching through YCombinator tweets using natural language…
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| 61880 |
fastapi-mcp-server
Claim
Instantly converts any running FastAPI application into an MCP server by parsin…
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| 61881 |
mcp-server
Claim
Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…
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| 61882 |
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
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| 61883 |
mcp-server-asana
Claim
A Model Context Protocol (MCP) server that connects AI assistants to the Asana …
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| 61884 |
ollama-vision-mcp
Claim
Enables text-only AI models to analyze images via local Ollama multimodal model…
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| 61885 |
stackoverflow
Claim
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| 61886 |
GPT Tools MCP Server
Claim
Enables Claude Code to delegate web research and image generation to ChatGPT vi…
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| 61887 |
Neo — AI/ML Engineering
Claim
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
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| 61888 |
Enables exploration and search of local filesystems using glob pattern matching…
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| 61889 |
vision-reader
Claim
Enables reading images (diagrams, screenshots) directly via the model's own vis…
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| 61890 |
hypernatt-terminal
Claim
BTC Decision Terminal for agents. 25 credits/day + intro (~32). HOLD free. Pass…
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| 61891 |
Agent Sense
Claim
Provides AI agents with environmental sensing capabilities including current ti…
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| 61892 |
sportsbarwatch
Claim
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
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| 61893 |
SpecFlow MCP Server
Claim
Provides an AI-driven four-stage software development workflow with role manage…
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| 61894 |
APIWeaver
Claim
Dynamically creates MCP servers from web API configurations, enabling AI assist…
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| 61895 |
realtime-register-mcp
Claim
An MCP server for domain management, enabling domain availability checks, bulk …
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| 61896 |
strata
Claim
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| 61897 |
m365-mcp
Claim
Enables AI assistants to manage Microsoft 365 services like Outlook, Calendar, …
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| 61898 |
ScrapeAPI MCP Server
Claim
Enables web scraping of URLs, including extracting text, links, images, metadat…
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| 61899 |
Minimal MCP server for testing client support for resources/subscribe and notif…
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| 61900 |
iroha for Notion
Claim
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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