MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60951 |
mcp-resilland
Claim
AI-powered spatial intelligence for landscape restoration, enabling queries on …
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| 60952 |
Provides AI knowledge base query service for Cocos Creator 3.8.8 + exia-framewo…
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| 60953 |
ComputerMate
Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
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| 60954 |
A Model Context Protocol (MCP) server for Chinese traditional calendar function…
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| 60955 |
date-today-mcp
Claim
Provides the current date in multiple formats (e.g., European, ISO, US) via a s…
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| 60956 |
UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…
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| 60957 |
skysql-mcp-test
Claim
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| 60958 |
cc-chrome-agent
Claim
MCP server to control Chrome browsers locally or remotely via the Claude extens…
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| 60959 |
An MCP server that provides AI assistants with real-time access to Windows inte…
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| 60960 |
MCP Dolibarr Expert
Claim
A complete MCP server for Dolibarr ERP/CRM, enabling AI assistants to perform b…
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| 60961 |
MCP server connector for Pinterest — search pins, manage boards, save pins, and…
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| 60962 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
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| 60963 |
mem-agent-mcp
Claim
MCP server for the driaforall/mem-agent model that enables interaction with an …
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| 60964 |
mcp-media-engine
Claim
MCP server for AI-powered image, audio, and video generation, enabling media cr…
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| 60965 |
agxp-claude
Claim
Integrates Claude with the AGXP real-time signal network, enabling timeline pol…
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| 60966 |
sentinelone-mcp
Claim
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
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| 60967 |
Search and fetch ~800K Federal Reserve economic time-series from the FRED API v…
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| 60968 |
threadctx-mcp
Claim
Shared memory MCP server for AI coding agents, enabling context sharing across …
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| 60969 |
praesentire-mcp
Claim
Bilingual financial news sentiment (English + Traditional Chinese) scored by Cl…
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| 60970 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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| 60971 |
DevPanel MCP Server
Claim
A local MCP server for managing SaaS projects with planning, operations, and se…
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| 60972 |
Confluence MCP Server
Claim
MCP server for Atlassian Confluence integration with Claude Code, enabling sear…
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| 60973 |
mcp-tasks-server
Claim
A small Model Context Protocol server that exposes a personal task tracker to a…
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| 60974 |
spectral
Claim
MCP server for website reconnaissance. Gives Claude the ability to fingerprint …
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| 60975 |
ARCclaude
Claim
Enables AI assistants to control ArcGIS Pro through natural language, executing…
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| 60976 |
recon-mcp
Claim
A local Python MCP server for safe, human-led bug bounty recon, providing light…
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| 60977 |
Unified access to prediction market data from Kalshi and Polymarket, enabling n…
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| 60978 |
Marten Docs MCP Server
Claim
Local MCP server for focused Marten documentation retrieval with caching, searc…
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| 60979 |
Ceki
Claim
Hire specialists by the hour — search, schedule, and pay via MCP protocol.
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| 60980 |
Moodle MCP Server
Claim
Enables AI agents to interact with Moodle LMS via the Moodle REST API, supporti…
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| 60981 |
superscalar-mcp
Claim
Enables interaction with SuperScalar Bitcoin Lightning channel factories, provi…
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| 60982 |
mcp-server
Claim
Custom MCP server that extends ChatGPT's knowledge with local and WordPress dat…
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| 60983 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 60984 |
fluxlora-mcp
Claim
An MCP server that lets users and autonomous agents generate high-quality image…
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| 60985 |
Swagger MCP Adapter
Claim
A TypeScript-based MCP server that integrates with Swagger/OpenAPI specificatio…
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| 60986 |
BrowserPilot
Claim
Enables AI to control browsers via natural language for web automation, testing…
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| 60987 |
bottube-mcp-server
Claim
MCP server for BoTTube that enables Claude Code to upload, browse, comment, and…
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| 60988 |
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
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| 60989 |
MCP Code Flow Analyzer
Claim
An MCP server that analyzes and traces business code flows across your codebase…
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| 60990 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
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| 60991 |
RemoteXG MCP Server
Claim
Enables LLMs to perform distributed XGBoost training via the Model Context Prot…
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| 60992 |
Memory Engine MCP
Claim
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
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| 60993 |
Puch AI MCP Starter
Claim
A starter template with ready-to-use tools for job searching (analyze descripti…
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| 60994 |
openscad-wasm-mcp
Claim
An MCP server that enables validating, exporting, previewing, and analyzing Ope…
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| 60995 |
Enables AI-powered PLC programming with natural language to ladder logic conver…
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| 60996 |
Enables MCP clients to interact with Palo Alto Networks firewalls and Panorama,…
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| 60997 |
skill-forge-mcp
Claim
An MCP server that exposes the Agent Skill creation guide (9 phases) as MCP res…
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| 60998 |
filoo-mcp
Claim
Create short links, fetch click analytics, and generate QR codes via the filoo.…
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| 60999 |
MCPico
Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
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| 61000 |
mcp-google-ads1
Claim
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