MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45351 |
gobox-mcp
Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
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| 45352 |
Exa AI Search Server
Claim
Enable AI assistants to perform real-time web searches, academic paper searches…
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| 45353 |
discord-mcp
Claim
Enables LLMs to read and send Discord messages, list servers and channels, and …
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| 45354 |
An MCP server that provides tools and resources to access company financial fil…
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| 45355 |
Security-hardened file organizer with smart categorization and duplicate detect…
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| 45356 |
Client Onboarding MCP
Claim
Enables querying client onboarding status and basic client info (name, family) …
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| 45357 |
Weather MCP Server
Claim
Enables weather data retrieval and analysis through an MCP server interface wit…
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| 45358 |
color-ai-mcp
Claim
color-ai-mcp MCP server by MEOK AI Labs
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| 45359 |
mcp-waifu-chat
Claim
Enables chatting with an AI waifu character through MCP tools, with user manage…
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| 45360 |
Arsenal MCP
Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
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| 45361 |
Rails Agent Skills
Claim
Rails development skills, docs, and workflows exposed through MCP stdio.
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| 45362 |
Provides AI agents with a comprehensive web intelligence stack including crawli…
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| 45363 |
watsonx MCP Server
Claim
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
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| 45364 |
Doxa MCP
Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
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| 45365 |
MCP2OSC
Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
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| 45366 |
gacha-daily-mcp
Claim
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
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| 45367 |
Hello Service MCP Server
Claim
A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
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| 45368 |
OpenCV MCP Server
Claim
Provides OpenCV computer vision capabilities for AI assistants, enabling image …
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| 45369 |
Relay
Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
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| 45370 |
dart-mcp
Claim
MCP server for Korea's DART (Data Analysis, Retrieval and Transfer) electronic …
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| 45371 |
X Algorithm Toolkit
Claim
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
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| 45372 |
Influship
Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
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| 45373 |
保险产品搜索、推荐、保费试算、核保预检。覆盖65家保司483款产品。China insurance MCP server.
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| 45374 |
tacc-mcp-bio
Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
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| 45375 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 45376 |
Enables AI-powered automated testing, security scanning, code review, and maint…
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| 45377 |
memo
Claim
Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hyb…
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| 45378 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 45379 |
zapper-mcp
Claim
An MCP server that exposes the Zapper DeFi portfolio API, enabling LLMs to quer…
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| 45380 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 45381 |
mcp-grafana
Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
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| 45382 |
forex-mobile
Claim
Forex broker data, comparisons, recommendations & live rates for AI agents.
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| 45383 |
Enables image generation using Google's Gemini 2 API with customizable paramete…
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| 45384 |
An MCP server that provides tools for financial analysis and investment researc…
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| 45385 |
su2-mcp
Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
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| 45386 |
Ra Pay
Claim
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
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| 45387 |
Video Fetch MCP
Claim
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
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| 45388 |
vivado-mcp-agent
Claim
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
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| 45389 |
tentra-mcp
Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
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| 45390 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 45391 |
lexilint
Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
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| 45392 |
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
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| 45393 |
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
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| 45394 |
Demo
Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
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| 45395 |
Walter Writes
Claim
Walter Remote MCP Server — AI humanization and detection tools
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| 45396 |
n8n-workflow-builder
Claim
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| 45397 |
AgentCall
Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
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| 45398 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
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| 45399 |
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
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| 45400 |
mcp-snowflake
Claim
A Model Context Protocol server that connects to Snowflake databases and execut…
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