MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49101 |
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
|
— | ||||||||
| 49102 |
IBM MDM MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with seamless…
|
— | ||||||||
| 49103 |
binance-mcp-chainvector
Claim
One MCP server that pairs Binance execution with ChainVector market intelligenc…
|
— | ||||||||
| 49104 |
Enables AI assistants to spawn and manage long-running cloud agents via MCP, of…
|
— | ||||||||
| 49105 |
mcp-sandbox
Claim
A public MCP server providing test fixtures for developers and QA, with a singl…
|
— | ||||||||
| 49106 |
habitify-mcp-server
Claim
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
|
— | ||||||||
| 49107 |
MCP YNAB Server
Claim
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
|
— | ||||||||
| 49108 |
tunnel-mcp
Claim
Enables two Claude agents to communicate directly through an end-to-end encrypt…
|
— | ||||||||
| 49109 |
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
|
— | ||||||||
| 49110 |
hady_mcp
Claim
|
— | ||||||||
| 49111 |
calculator-mcp-server
Claim
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
|
— | ||||||||
| 49112 |
A-SOC Trust MCP Server
Claim
Provides agent certification and trust verification tools for AI agents, enabli…
|
— | ||||||||
| 49113 |
Grain MCP Server
Claim
Enables browsing, retrieving, and downloading meeting recordings and transcript…
|
— | ||||||||
| 49114 |
Topcoder MCP Server
Claim
Enables interaction with Topcoder challenges through tools that support authent…
|
— | ||||||||
| 49115 |
Looping Agent MCP
Claim
Turns a manager's plain-English goal into a verified, looped, watchable build r…
|
— | ||||||||
| 49116 |
Slack Message MCP
Claim
Enables posting messages to a Slack channel using a bot token, with support for…
|
— | ||||||||
| 49117 |
anndata-mcp
Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
|
— | ||||||||
| 49118 |
AI Design Blueprint
Claim
Public agentic AI doctrine tools plus authenticated architecture, design, and s…
|
— | ||||||||
| 49119 |
Google Hotels Search
Claim
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
|
— | ||||||||
| 49120 |
datanika-mcp
Claim
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage …
|
— | ||||||||
| 49121 |
Epiphany MCP Server
Claim
Enables AI agents to automate Epiphany booking tasks, including checking availa…
|
— | ||||||||
| 49122 |
godson_1232
Claim
|
— | ||||||||
| 49123 |
genai_sandbox_nuvepro
Claim
|
— | ||||||||
| 49124 |
atlas-docs
Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
|
— | ||||||||
| 49125 |
mermaid-mcp
Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
|
— | ||||||||
| 49126 |
agentdocs-mcp
Claim
Enables MCP clients to read, search, create, update, and share collaborative do…
|
— | ||||||||
| 49127 |
conclave
Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
|
— | ||||||||
| 49128 |
mem-graph
Claim
Graph-relational memory MCP server for persistent LLM memory, featuring wikilin…
|
— | ||||||||
| 49129 |
AIAgentwithPineScript
Claim
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can:
run st…
|
— | ||||||||
| 49130 |
mercury-mcp
Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
|
— | ||||||||
| 49131 |
Bright Data MCP Server
Claim
Enables AI agents to browse and extract data from any public website via Bright…
|
— | ||||||||
| 49132 |
Twitter Marketing MCP
Claim
Enables Twitter/X marketing automation, including tweet search, account analysi…
|
— | ||||||||
| 49133 |
metatrader-mcp-server
Claim
Enables natural language management of MetaTrader 5 accounts, including checkin…
|
— | ||||||||
| 49134 |
pubmed-search
Claim
Search PubMed and summarize biomedical literature, designed for AI health agent…
|
— | ||||||||
| 49135 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
|
— | ||||||||
| 49136 |
An MCP server that provides browser compatibility data and web API support info…
|
— | ||||||||
| 49137 |
prompt-time
Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
|
— | ||||||||
| 49138 |
CodeBrain
Claim
Provides semantic code search and index status for codebases using RAG, enablin…
|
— | ||||||||
| 49139 |
Gong-MCP
Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
|
— | ||||||||
| 49140 |
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
|
— | ||||||||
| 49141 |
aegis-mcp
Claim
Provides AI coding agents with deterministic security requirements, approved pa…
|
— | ||||||||
| 49142 |
testrail-mcp-server
Claim
Enables TestRail test management through MCP tools, allowing users to manage pr…
|
— | ||||||||
| 49143 |
kaito-mcp-server
Claim
Provides crypto market intelligence tools, reference resources, and prompt temp…
|
— | ||||||||
| 49144 |
lighthouse-mcp
Claim
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
|
— | ||||||||
| 49145 |
InterProScan MCP Service
Claim
Provides protein family, domain, and functional annotation using InterProScan, …
|
— | ||||||||
| 49146 |
|
— | ||||||||
| 49147 |
profile
Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
|
— | ||||||||
| 49148 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
|
— | ||||||||
| 49149 |
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
|
— | ||||||||
| 49150 |
Pandough
Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
|
— | ||||||||