MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 3 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40201 |
cPanel MCP Server
Claim
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
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| 40202 |
openstack-mcp
Claim
Enables AI clients to manage OpenStack clouds through tools for compute, networ…
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| 40203 |
Claude Agents MCP Server
Claim
Creates and manages Claude Code cloud environments, agents, and sessions progra…
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| 40204 |
milky-file-search
Claim
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| 40205 |
Map a company domain to its social media URLs and follower counts via Apify.
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| 40206 |
Pearch
Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
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| 40207 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
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| 40208 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
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| 40209 |
pdf-chart-parser
Claim
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
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| 40210 |
grad-agent
Claim
An autonomous MCP agent that helps you apply to fully funded MS and PhD program…
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| 40211 |
bakom-mcp
Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
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| 40212 |
exceltester
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| 40213 |
Sigil MCP Server
Claim
Provides IDE-like code navigation and search for local repositories, enabling A…
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| 40214 |
AI-powered code indexer with semantic search and knowledge graphs
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| 40215 |
MCP server for Concierge, enabling AI agents to manage Discord customer support…
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| 40216 |
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
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| 40217 |
dokploy-mcp
Claim
Wraps the Dokploy REST API to expose Dokploy operations as MCP tools for managi…
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| 40218 |
Librarian
Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
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| 40219 |
Text classification API for AI agents. Classify text into topic categories with…
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| 40220 |
Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL dat…
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| 40221 |
htag-spatial
Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
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| 40222 |
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
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| 40223 |
Enables interaction with Azure AI Foundry services including model exploration …
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| 40224 |
AGI Feeder
Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
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| 40225 |
ExaltByte MCP Server
Claim
Enables AI assistants like Claude to deploy apps, manage databases, and operate…
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| 40226 |
PDF Tools MCP Server
Claim
Enables PDF file manipulation including merging, splitting, extracting pages, e…
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| 40227 |
pdf-mcp
Claim
An MCP server that exposes Marker for high-quality PDF OCR and conversion, prov…
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| 40228 |
hostwares-mcp
Claim
Enables deploying sites, managing databases, and troubleshooting deployments on…
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| 40229 |
narwhal
Claim
TUI database client with a built-in MCP server. Five databases (postgres, mysql…
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| 40230 |
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
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| 40231 |
wiznote-mcp
Claim
Enables Claude to interact with a private WizNote server for document managemen…
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| 40232 |
Automates marketing workflows across Google Ads, Meta Ads, and GA4, enabling co…
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| 40233 |
ERPNext MCP Server
Claim
This MCP server connects ChatGPT to ERPNext, enabling AI-powered business analy…
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| 40234 |
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
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| 40235 |
dnomia-knowledge
Claim
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
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| 40236 |
IWE
Claim
iwec gives AI agents structured access to your Markdown notes as a knowledge gr…
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| 40237 |
Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs …
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| 40238 |
MCP Number Powers Server
Claim
Exposes tools to calculate powers (square, cube, etc.) of a number via stdio or…
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| 40239 |
Zypin MCP
Claim
A lightweight MCP server for browser automation using Playwright with essential…
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| 40240 |
Adaptive LLM Gateway
Claim
Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…
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| 40241 |
gwsadm-mcp
Claim
Google Workspace security-audit MCP server — read-only visibility into account …
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| 40242 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 40243 |
mailplug-jandi-mcp
Claim
MCP server for Mailplug email workflows and JANDI notifications, providing tool…
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| 40244 |
transit-mcp
Claim
MCP server for Japanese public transit journey planning with interactive map UI…
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| 40245 |
Notes MCP Server
Claim
Enables note management (create, read, update, delete, list) through MCP, with …
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| 40246 |
Serverless connector to access Google Contacts via MCP, enabling AI agents to s…
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| 40247 |
Forgeline
Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
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| 40248 |
electron-mcp-server
Claim
Enables AI coding tools to interact with Electron applications for automated te…
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| 40249 |
Enables AI-powered manufacturing operations analysis and automated report gener…
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| 40250 |
dify-knowledge
Claim
Exposes Dify knowledge base retrieval capabilities via MCP for use in Cursor an…
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