MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
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| 54101 |
test-server
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| 54102 |
filewash
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Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, b…
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| 54103 |
MustertheForce MCP
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Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
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| 54104 |
mysql-mcp
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Enables AI agents to query and manage MySQL databases through a structured MCP …
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| 54105 |
pharos-ai-doc-genie
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Enables AI agents to generate real Office documents (.pptx, .docx, .xlsx) and s…
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| 54106 |
MCP Filesystem Python
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A secure, read-only MCP server for browsing and searching files in a specified …
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| 54107 |
Smithery Scaffold
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Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
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| 54108 |
DefectDojo
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MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwa…
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| 54109 |
Enables semantic search over Databricks docs, API reference, Terraform provider…
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| 54110 |
File Converter
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Convert files between formats without quality loss. Speed up your workflow with…
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| 54111 |
thunder-compute
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| 54112 |
@git-fabric/aiana
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A composable semantic memory layer that provides cross-project recall and sessi…
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| 54113 |
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
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| 54114 |
youtube-transcript-mcp
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The first remote MCP server that enables Claude AI to extract transcripts from …
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| 54115 |
Great Question
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Great Question is the Agentic UX research platform for product builders. Run in…
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| 54116 |
text-toolkit
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Transform and format text quickly to keep content clean, consistent, and readab…
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| 54117 |
pharma-signal-api
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Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
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| 54118 |
total-recall
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Persistent, cross-tool memory for AI coding assistants, enabling context retent…
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| 54119 |
Google Scholar
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Search Google Scholar for academic papers, citations, and author profiles.
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| 54120 |
Azure SQL MCP Server
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Enables querying, exploring, and interacting with Azure SQL databases through M…
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| 54121 |
mcp-server-justlend
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An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
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| 54122 |
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
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| 54123 |
Personal Memory Gateway
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A privacy-first memory layer for AI that securely bridges local knowledge with …
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| 54124 |
minimal-gdocs
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A minimal MCP server for creating and updating Google Docs from markdown.
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| 54125 |
Asta MCP Servers
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Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to…
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| 54126 |
uniprot-unipressed-mcp
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An MCP server that provides tools for searching and fetching protein data from …
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| 54127 |
securityscorecard-mcp
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Community-built, comprehensive MCP server for the SecurityScorecard API (unoffi…
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| 54128 |
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
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| 54129 |
cloud71 MCP connector
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Enables AI assistants to deploy generated files (HTML, PDF, images, etc.) direc…
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| 54130 |
MCP Hello World
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A minimal reference implementation of an MCP server that responds with "Hello, …
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| 54131 |
Indian macro-event and sector impact intelligence for MCP workflows.
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| 54132 |
ComfyUI MCP Server
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Enables AI agents to generate and iteratively refine images, audio, and video b…
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| 54133 |
mcp-ssh-live
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Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
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| 54134 |
lyrenth-mcp
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Read any public web page as a clean AIDocument (Markdown + structure) through L…
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| 54135 |
axecap
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A lightweight local MCP server that runs axe-core accessibility audits via Play…
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| 54136 |
OctSSH
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Provides LLMs with safe, controllable, and stateful SSH access to shell environ…
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| 54137 |
eyeot ERP
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ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
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| 54138 |
GoldenMatch
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Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
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| 54139 |
Enable AI assistants to manage and interact with RetellAI's voice services incl…
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| 54140 |
renfield-mcp-filesystem
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Watches local and SMB folders for settled new files and pushes them into the Re…
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| 54141 |
linkshrink-api
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Free privacy-first URL shortener API with analytics and link management. No API…
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| 54142 |
highlight-ai
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| 54143 |
che-apple-mail-mcp
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Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops
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| 54144 |
insights
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| 54145 |
Gravitas-Core-MCP
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Production-grade, autonomous Model Context Protocol (MCP) server that elevates …
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| 54146 |
MCP server for offline verification of signed artifacts — receipts, manifests, …
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| 54147 |
Solana MCP Server
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Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
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| 54148 |
AllocContext
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Portfolio-aware crypto context for AI agents. Discover holdings, market,
sentim…
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| 54149 |
exceltester
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| 54150 |
arbitova
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Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
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