MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31851 |
scholarmcp
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| 31852 |
An MCP server that provides browser automation capabilities via Playwright usin…
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| 31853 |
Synesthetic MCP
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Enables validation, diff generation, and backend population for Synesthetic ass…
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| 31854 |
Neon MCP Server
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A lightweight MCP server that interacts with the Neon REST API, deployable on C…
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| 31855 |
SDS MCP
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Enables automated project analysis and structured development specification gen…
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| 31856 |
mastra-ai-course
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| 31857 |
GitLab CI MCP Server
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Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
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| 31858 |
Streamable Demo
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Manage and summarize text notes efficiently using a simple MCP server. Create n…
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| 31859 |
localhost_mcp
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| 31860 |
obo-mcp
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An MCP server designed for managing One-By-One (OBO) review sessions through sp…
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| 31861 |
recite-word
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recite
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| 31862 |
My MCP Server
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A demonstration FastMCP server with FastAPI integration that provides basic ari…
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| 31863 |
mk-today-news
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| 31864 |
project-01
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| 31865 |
agentcash
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Generic MCP server for calling x402-protected APIs with automatic payment handl…
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| 31866 |
obsidian-local-mcp
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A local MCP server that wraps the Obsidian CLI to give AI assistants direct acc…
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| 31867 |
rajavel-6698
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| 31868 |
Strapi MCP Server
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AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
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| 31869 |
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
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| 31870 |
cloud-audit
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AWS security scanner with attack chain detection, IAM privilege escalation, and…
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| 31871 |
smithery-ai-mcp2
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| 31872 |
manoma
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MCP server for soul.md — your portable AI identity layer across every LLM.
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| 31873 |
Salesforce MCP Server
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Enables interaction with Salesforce through REST, Bulk API, and SOQL for compre…
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| 31874 |
MCP Art Supply Store
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A comprehensive business management server with 36 tools for running an art sup…
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| 31875 |
SSL/TLS certificate checker API for AI agents. Verify certificate validity, exp…
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| 31876 |
OneSocial
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OneSocial — The Professional Operating System™
Find vetted freelancers, creati…
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| 31877 |
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
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| 31878 |
Perplexity Search
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Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
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| 31879 |
Statespace
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Enables users to document data and connect it to AI agents by defining tools an…
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| 31880 |
realtime-news
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Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
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| 31881 |
apogeoapi-mcp
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Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 bas…
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| 31882 |
heor-agent
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AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 31883 |
Overdrive Intel
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AI coding ecosystem intelligence — breaking changes, tools, security alerts fro…
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| 31884 |
oeo
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| 31885 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
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| 31886 |
Search CupShup's marketing knowledge base — services, case studies, and insight…
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| 31887 |
garmin-mcp
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| 31888 |
regulationsil
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| 31889 |
Cortex Resource Manager
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Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
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| 31890 |
Address Validator API
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Parse, validate and normalize postal addresses. Detect country, verify format. …
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| 31891 |
fiftyone-mcp-server
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Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
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| 31892 |
test-smithery
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| 31893 |
scanbim-mcp
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AI Hub for AEC — 46 tools for Revit, Navisworks, ACC, XR via Autodesk Platform …
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| 31894 |
Tanjiren MCP Server
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Hosted MCP server for task-first delegation to remote workstations and workers.
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| 31895 |
Enables intelligent task assignment to developers using hybrid AI algorithms th…
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| 31896 |
mcp-gdbserver
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MCP server for remote debugging with gdbserver
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| 31897 |
HL Portfolio API
Claim
Hyperliquid account analysis: positions, PnL, fills, orders, funding. x402 pay-…
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| 31898 |
auto-skill-loader
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Auto-loads skills into agent sessions. MiniMax vision and search proxy.
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| 31899 |
docling-mcp-dev
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| 31900 |
MCP server for golang projects development: Expand AI Code Agent ability bounda…
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