MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38201 |
chakoshi MCP Server
Claim
Enables MCP clients to check text content using chakoshi's guardrail API for sa…
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| 38202 |
AgentSpawnMCP
Claim
A universal MCP server for spawning agents with any OpenAI-compatible LLM, supp…
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| 38203 |
Ultimate Android MCP
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Enables LLMs to control and manage Android devices via ADB, including app insta…
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| 38204 |
git-leaderboard
Claim
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
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| 38205 |
dealflowpro
Claim
Multifamily real estate deal analysis — cap rate, DSCR, IRR, DFP Score, max off…
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| 38206 |
morningform
Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
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| 38207 |
VS Claude
Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
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| 38208 |
notebookllm_mcp
Claim
Converts Jupyter notebooks to a simplified plain text format to reduce token us…
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| 38209 |
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
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| 38210 |
ansible-know-mcp
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Module discovery, documentation search, and skill generation for AI agents via …
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| 38211 |
xcode-cloud-mcp
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MCP server for managing Xcode Cloud workflows, builds, and test artifacts via t…
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| 38212 |
CenterPoint Connect
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Manage CenterPoint Connect data across properties, companies, employees, invoic…
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| 38213 |
notion-mcp-server
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Enables Claude Desktop to read and create Notion pages with markdown formatting…
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| 38214 |
Hello Service MCP Server
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A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
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| 38215 |
cli-market-world
Claim
Commerce for AI agents. 36 MCP tools across 30 retailers in 7 countries.
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| 38216 |
UniMCP
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Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
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| 38217 |
Skulabs MCP Server
Claim
Enables AI agents to interact with Skulabs inventory management system through …
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| 38218 |
Free2AITools
Claim
Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and li…
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| 38219 |
Teardrop
Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
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| 38220 |
OpenCV MCP Server
Claim
Provides OpenCV computer vision capabilities for AI assistants, enabling image …
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| 38221 |
highstory-mcp
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High Story MCP Server - Automate AI content campaigns and social media manageme…
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| 38222 |
MCP Academic Editor
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A sophisticated academic manuscript revision system that provides surgical, lin…
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| 38223 |
@us-all/dbt-mcp
Claim
A read-only MCP server that exposes dbt project artifacts and data quality resu…
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| 38224 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 38225 |
bocha-ai-search
Claim
Enables web search on Chinese internet content using Bocha AI, returning result…
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| 38226 |
ob-smart-connections-mcp
Claim
Enables AI agents to find semantic connections and perform text searches in Obs…
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| 38227 |
ai-ebook-generator
Claim
# Scrivibe — AI eBook Generator
Generate complete, professional multi-chapter …
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| 38228 |
apple-health-mcp
Claim
Unofficial local-first MCP server for Apple Health export data.
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| 38229 |
contentforge
Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
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| 38230 |
mcp-server-mcpindex
Claim
Enables agents to discover, compare, and install other MCP servers using natura…
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| 38231 |
Dalal Street MCP
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Dalal Street MCP server connects to Indian stock market data, delivering live N…
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| 38232 |
ContactOut MCP
Claim
ContactOut MCP unlocks instant access to verified professional emails and phone…
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| 38233 |
An MCP server for weather information.
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| 38234 |
vision-squeezer
Claim
Cut vision API token costs by snapping images to tile boundaries. Claude, GPT-4…
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| 38235 |
rise-mcp
Claim
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, H…
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| 38236 |
@jungho-dev/fs-mcp
Claim
Provides batch file operations, search, and essential git workflows via stdio M…
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| 38237 |
MCP Recon
Claim
A comprehensive MCP server for web security reconnaissance, providing tools for…
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| 38238 |
MCP Bulário ANVISA
Claim
Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentaçõ…
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| 38239 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
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| 38240 |
Simple MCP User Server
Claim
Provides tools for retrieving user data, including listing all users and fetchi…
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| 38241 |
TestOps MCP Server
Claim
Enables AI assistants to interact with TestOps 5.25 for managing projects, test…
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| 38242 |
@calendar-mcp/server
Claim
Enables MCP clients to manage Google Calendar events, including CRUD operations…
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| 38243 |
Enables AI applications to access HUMAN Security's cybersecurity intelligence f…
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| 38244 |
directory-indexer
Claim
Provides AI assistants with semantic search and read access to local files and …
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| 38245 |
ContextCore MCP
Claim
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
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| 38246 |
Geo MCP Worker
Claim
Free geospatial MCP server for AI agents, providing geocoding, reverse geocodin…
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| 38247 |
MCP Help Article Server
Claim
MCP server that serves help articles to tenants with tenant isolation, enabling…
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| 38248 |
blacksmith-usage-mcp
Claim
A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
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| 38249 |
cms-mcp-hub
Claim
A universal connector hub that proxies Claude.ai tool calls to any CMS that run…
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| 38250 |
GitHub MCP Agent Server
Claim
MCP server that exposes GitHub operations as tools for AI agents, enabling code…
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