MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43801 |
OpenClaude MCP Server
Claim
A high-performance control plane for Ollama-based local LLM sessions with backg…
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| 43802 |
mcp-golang-server
Claim
Provides Go language tools for LLMs to analyze, test, and format Go code.
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| 43803 |
Nall.Hangfire.Mcp
Claim
Remote MCP server for Hangfire that exposes background jobs as dynamic MCP tool…
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| 43804 |
Hippocampus
Claim
Open-source MCP memory server providing persistent, cross-platform context for …
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| 43805 |
datagate-mcp
Claim
MCP server for the DataGate billing platform API, providing read-only tools to …
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| 43806 |
vessel-traffic-mcp
Claim
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
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| 43807 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 43808 |
Yandex Cloud MCP Server
Claim
Read-only MCP server for Yandex Cloud resources including VMs, networks, disks,…
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| 43809 |
gg-mcp
Claim
A Model Context Protocol (MCP) server that connects AI agents to Google Workspa…
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| 43810 |
cctx-mcp
Claim
An MCP server that provides structure-aware code analysis (symbol trees, depend…
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| 43811 |
osTicket MCP Server
Claim
Enables AI-driven management of osTicket helpdesks through natural language, al…
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| 43812 |
debate-hall-mcp
Claim
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
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| 43813 |
Google Ads MCP Server
Claim
A read-write MCP server for managing Google Ads campaigns, ad groups, keywords,…
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| 43814 |
ruon-ai
Claim
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| 43815 |
JobSpy MCP Server
Claim
Enables job search and scraping across multiple job boards (LinkedIn, Indeed, G…
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| 43816 |
MCP Developer Server
Claim
A Python-based MCP server that provides instant access to over 700 documentatio…
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| 43817 |
Thesma MCP Server
Claim
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
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| 43818 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 43819 |
jama-mcp-server
Claim
Read-only MCP server that allows interaction with a Jama Connect instance via t…
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| 43820 |
imagegen-mcp
Claim
AI image generation MCP server with generate, background removal, 4x HD upscale…
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| 43821 |
SigmaUI DS MCP Server
Claim
Exposes SigmaUI Design System components to AI assistants, providing tools for …
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| 43822 |
Runn MCP Server
Claim
Connects AI assistants to the Runn.io resource planning platform to manage proj…
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| 43823 |
AI Gateway management. Search logs, inspect prompts and responses, and monitor …
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| 43824 |
DDG MCP2
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 43825 |
Central-Memory-MCP
Claim
An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge …
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| 43826 |
thinkneo-control-plane
Claim
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
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| 43827 |
smithery
Claim
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| 43828 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
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| 43829 |
Scripting Docs MCP
Claim
Provides semantic search over ScriptingApp documentation by converting Markdown…
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| 43830 |
forge-swap
Claim
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
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| 43831 |
Enables interacting with Hubspot tools and services through a unified API and t…
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| 43832 |
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
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| 43833 |
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
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| 43834 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
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| 43835 |
Generates sound effects from text descriptions using ElevenLabs API and saves t…
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| 43836 |
crypto-api-fixer
Claim
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
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| 43837 |
Zhiwen Assistant MCP
Claim
Automatically generates Chinese README documentation and mind maps for project …
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| 43838 |
Ai Incident Db
Claim
AI Incident Database (AIID) MCP
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| 43839 |
tools-server
Claim
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| 43840 |
BaseGrid MCP Server
Claim
Gives Claude Desktop, Cursor, Cline, and other MCP-compatible AI tools persiste…
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| 43841 |
rajavel-66
Claim
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| 43842 |
Java Code Generator
Claim
Generate secure Java code snippets and starter projects for common tasks. Learn…
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| 43843 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 43844 |
datafood-mcp
Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
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| 43845 |
clockify_mcp
Claim
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| 43846 |
biai
Claim
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| 43847 |
Yandex Wordstat MCP
Claim
Enables keyword research and search trend analysis for the Russian market throu…
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| 43848 |
MCP Financial Tools
Claim
Provides actionable financial intelligence tools for AI agents including inside…
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| 43849 |
mttrly
Claim
AI-powered incident management and server monitoring via MCP.
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| 43850 |
hetzner-mcp
Claim
Manage your entire Hetzner platform from any AI assistant. Cloud servers, netwo…
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