MCP Server Quality Scores
Independent quality analysis of 43656 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34701 |
Easy8
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Connect AI assistants to Easy8 — read and update projects, issues, and comments.
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| 34702 |
Jana MCP Server
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Provides natural language access to environmental data including air quality me…
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| 34703 |
zvec-mcp
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Enables AI agents to store, search, and manage a local vector database for RAG …
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| 34704 |
casuallayer-mcp
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Deterministic AI liability attribution engine. Scores fault across AI supply-ch…
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| 34705 |
coptest
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| 34706 |
seo-data-api-mcp-server
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Enables to access SE Ranking SEO data through natural language queries, providi…
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| 34707 |
ui-ux-suite
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UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + …
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| 34708 |
Discover and explore Azure Verified Modules from the Bicep Public Registry
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| 34709 |
ggb
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| 34710 |
agentcivics
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Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
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| 34711 |
Torna MCP Server
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Enables interaction with Torna API documentation management platform, allowing …
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| 34712 |
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
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| 34713 |
token-optimizer
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Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 34714 |
BookBridge-MCP
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MCP server for Chinese-to-English book translation and document processing, pro…
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| 34715 |
Sally Skills
Claim
Plug Sally AI into your agent.
The clinical-grade health intelligence behind A1…
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| 34716 |
context7-mcp
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Find the right library and instantly fetch current documentation for it. Get co…
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| 34717 |
Pressable MCP Server
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Provides a comprehensive suite of 56 tools for the management and automation of…
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| 34718 |
execution-run-mcp
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Enables AI agents to interact with the Execute.run bot API for managing Shell b…
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| 34719 |
seizedata-mcp
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| 34720 |
MCP Linux Deployment
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Enables management of Windows servers from Linux through an MCP server with per…
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| 34721 |
gsap_animation_generate
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Create precise, production-ready GSAP animations from any request. Debug issues…
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| 34722 |
Stelo Workaround MCP
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Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports int…
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| 34723 |
biomarker-ranges
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| 34724 |
tradernet
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| 34725 |
convex-rag-search
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| 34726 |
K-Work Trust
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Korean business record validation and workflow safety gates for AI agents.
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| 34727 |
squish-mcp
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Enables AI agents to run and create Squish test scripts and test suites and ana…
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| 34728 |
Text classification API for AI agents. Classify text into topic categories with…
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| 34729 |
Amazon Cart MCP Server
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Enables AI assistants to interact with your personal Amazon cart through browse…
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| 34730 |
prompt-optimizer-2-0-0
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| 34731 |
iot-pentest-mcp-server
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Discover and assess IoT and wireless targets across BLE, Zigbee, Wi‑Fi, ESB, RF…
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| 34732 |
dataforseo-mario
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| 34733 |
Syndicate Links MCP
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Attribution and commission infrastructure for AI agents. Track conversions, ver…
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| 34734 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 34735 |
SDS MCP
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Enables automated project analysis and structured development specification gen…
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| 34736 |
notify-hub
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Unified notification MCP server with 36 tools to send messages across 23 channe…
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| 34737 |
agentdrop-mcp-server
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MCP server for AgentDrop - encrypted file transfer between AI agents across any…
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| 34738 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
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| 34739 |
Search the Federal Register for rules, proposed rules, and notices affecting en…
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| 34740 |
AmoCRM MCP Server
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Minimal MCP server for integrating with amoCRM (API v4): manage deals, contacts…
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| 34741 |
mind-mem
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Drop-in memory layer for AI coding agents, upgrading them from chat history to …
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| 34742 |
ThinkNEO MCP SMB
Claim
8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets …
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| 34743 |
Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.
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| 34744 |
Enables backend test quality analysis for GPA e-commerce, including coverage an…
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| 34745 |
dejared
Claim
Explore, analyze, and decompile Java JAR files via MCP
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| 34746 |
ai-dictionary-mcp
Claim
Look up, search, cite, discuss, and track AI phenomenology terms
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| 34747 |
corviapp
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| 34748 |
126 Email SMTP Server
Claim
Send emails securely using the 126 email service with SMTP support. Enable send…
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| 34749 |
Onplana
Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
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| 34750 |
Browser tasks, sessions, and recipes for MCP and HTTP automation.
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