MCP Server Quality Scores
Independent quality analysis of 41157 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38051 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 38052 |
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
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| 38053 |
Token Saver MCP
Claim
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
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| 38054 |
Enables natural-language management of Kubernetes clusters via kubectl-ai and G…
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| 38055 |
sourcesage
Claim
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes…
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| 38056 |
Time-MCP
Claim
{
"mcpServers": {
"simple-time-mcp": {
"command": "touch",
"a…
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| 38057 |
Chrome MCP Server
Claim
Turn your Chrome browser into your intelligent assistant - Let AI take control …
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| 38058 |
Code-aware browser testing agent — 13 Playwright tools for AI code editors via …
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| 38059 |
Chess Engine MCP Server
Claim
Enables AI assistants to perform professional-grade chess analysis using Stockf…
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| 38060 |
mendix-mcp-server
Claim
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
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| 38061 |
Say Hello
Claim
Greet people by name with a friendly, personalized message. Make interactions w…
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| 38062 |
NEXUS Memory MCP App
Claim
A sovereign, six-layer permanent memory system that provides users with a struc…
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| 38063 |
socrata-mcp
Claim
An MCP server that provides tools to search, query, and aggregate data from any…
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| 38064 |
MCP server for n8n workflow management -- view, create, sync and manage workflo…
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| 38065 |
touchgrass-mcp
Claim
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
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| 38066 |
BrightSite
Claim
Manage BrightSite websites: pages, blog posts, components, forms, media, and an…
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| 38067 |
update-hijack-demo
Claim
Demo: Server update hijack PoC (clean copy for video)
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| 38068 |
project-raspored
Claim
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| 38069 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
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| 38070 |
content-repurposer
Claim
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
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| 38071 |
MCP Server for AI agent identity and authorization. Create, verify, and manage …
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| 38072 |
Enables searching and discovering machine learning papers, state-of-the-art ben…
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| 38073 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 38074 |
supabase-homeskillet
Claim
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| 38075 |
0g-mcp-server
Claim
An MCP server enabling AI agents to interact with the 0G blockchain, including …
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| 38076 |
local-mcp
Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
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| 38077 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 38078 |
mcp-clinical-doc-agent
Claim
Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 38079 |
Syndicate Links MCP
Claim
Attribution and commission infrastructure for AI agents. Track conversions, ver…
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| 38080 |
Plasmate
Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
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| 38081 |
Meraki MCP Server
Claim
Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
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| 38082 |
Intuition MCP Server
Claim
An HTTP stream server for interacting with the Intuition knowledge graph, enabl…
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| 38083 |
openapi
Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
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| 38084 |
MCP Serial Port Tool
Claim
Enables AI assistants to interact with physical serial port devices across plat…
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| 38085 |
shadowgate-mcp
Claim
Security firewall for AI agents — scans MCP calls for injection, secrets, and r…
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| 38086 |
reputation
Claim
Query cryptographically-verified trading reputations (humans + AI agents). ed25…
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| 38087 |
woffu-mcp
Claim
Enables clocking in/out, viewing work status, and managing time entries on Woff…
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| 38088 |
Shuttle
Claim
Enables AI assistants to securely execute SSH commands on remote servers with c…
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| 38089 |
Sonatype MCP Server
Claim
A Model Context Protocol (MCP) server for Sonatype Nexus Repository Manager tha…
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| 38090 |
agentbuilders
Claim
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
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| 38091 |
github-mcp
Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
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| 38092 |
Weather MCP Server
Claim
Provides current weather information for cities worldwide, with optional OpenWe…
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| 38093 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 38094 |
apple-mail-mcp
Claim
This MCP server allows AI assistants to read, send, search, and manage emails i…
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| 38095 |
MCP_Server
Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
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| 38096 |
research-hub
Claim
Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, ve…
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| 38097 |
Hyperion MCP Server
Claim
Enables seamless interaction with the Hyperion blockchain, including wallet man…
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| 38098 |
Enables AI assistants to interact with Salesforce organizations through project…
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| 38099 |
A2CR
Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
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| 38100 |
Suprdeck
Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
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