MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 6 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49001 |
agent-memory-mcp
Claim
Gives AI coding assistants persistent memory by storing, semantically searching…
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| 49002 |
clicksend-mcp-server
Claim
MCP for ClickSend.
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| 49003 |
IBANforge
Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
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| 49004 |
finance-mcp
Claim
Real-time stock & crypto market data for LLMs, over the Model Context Protocol.
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| 49005 |
pdf2zh-next-mcp
Claim
MCP server for translating PDFs using pdf2zh-next, preserving document context …
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| 49006 |
aluris-caselibrary-mcp
Claim
Enables semantic search and retrieval of Chinese judicial cases from the Suprem…
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| 49007 |
mcp-kubernetics
Claim
Enables Kubernetes cluster introspection via MCP tools, such as listing pods, n…
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| 49008 |
postgres-mcp
Claim
Exposes PostgreSQL query execution, EXPLAIN, and schema inspection tools to MCP…
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| 49009 |
mcp-datagov
Claim
Enables AI agents to query U.S. government datasets via the Data.gov CKAN API, …
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| 49010 |
nano-banana-mcp
Claim
Enables AI image generation and editing using Google's Gemini models via natura…
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| 49011 |
Aegis
Claim
A compliance kernel for MCP that enforces policy rules between AI agents and da…
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| 49012 |
context-diamond
Claim
Enables LLM agents to compress handoffs into structured, auditable context caps…
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| 49013 |
unitypilot
Claim
MCP server that lets AI agents drive the full Unity lifecycle on macOS without …
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| 49014 |
ktzr-memory
Claim
Persistent memory server for AI assistants that stores notes with categories an…
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| 49015 |
time-mcp
Claim
Simple MCP server that tells the time
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| 49016 |
An MCP server that serves documentation and enables AI-powered search, Q\&A, an…
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| 49017 |
mcp-nrel
Claim
Wraps the US National Renewable Energy Laboratory developer API, enabling acces…
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| 49018 |
yureong
Claim
Verifies Korean legal citations (case numbers, statutes) against the official g…
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| 49019 |
MCP server enabling AI assistants to create, read, list, and delete Apple Remin…
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| 49020 |
apple-music-mcp
Claim
MCP server for controlling Apple Music on macOS via AppleScript, enabling playl…
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| 49021 |
Read-only MCP server for short-term stock and ETF market research, providing to…
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| 49022 |
Discord MCP Extended
Claim
A feature-rich MCP server for Discord, giving AI companions full presence in Di…
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| 49023 |
Chaos Mesh MCP Server
Claim
An MCP server for Chaos Mesh fault injection, optimized for AWS EKS with namesp…
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| 49024 |
AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, …
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| 49025 |
drevo-mcp
Claim
A self-contained FastMCP server that exposes a running drevo graph database to …
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| 49026 |
tinypilot-mcp
Claim
MCP server that exposes fleet-aware KVM primitives for AI agents to control Tin…
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| 49027 |
AgentDebate MCP Server
Claim
Enables AI agents to discover, join, and participate in AgentDebate debates via…
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| 49028 |
mathematica-mcp
Claim
Enables AI agents to run Mathematica code, control live notebooks, and verify r…
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| 49029 |
unitrends-mcp
Claim
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 49030 |
CodeGraph
Claim
Supercharges AI coding agents with semantic code intelligence, providing pre-bu…
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| 49031 |
MCP server exposing 30 tools for League of Legends player analysis, match revie…
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| 49032 |
ord-mcp-server
Claim
Provides access to ORD specification and concept explanations with tools to ret…
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| 49033 |
freee-hr-mcp
Claim
Enables managing freee HR operations like employee data, attendance, leave, and…
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| 49034 |
linkd-mcp-server
Claim
Bridges the Linkdfund smart contract layer to MCP-compatible AI clients, exposi…
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| 49035 |
jira-worklog-mcp
Claim
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
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| 49036 |
my-mcp-server-2025_1
Claim
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| 49037 |
Uyuni MCP Server
Claim
Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
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| 49038 |
Vaultix MCP Server
Claim
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
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| 49039 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
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| 49040 |
nodespace-mcp
Claim
Enables AI coding assistants to query a local knowledge base for persistent, se…
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| 49041 |
redshift-mcp-server
Claim
Enables secure, read-only access to Amazon Redshift data warehouses for AI assi…
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| 49042 |
data-utah
Claim
Enables searching and querying Utah Open Data datasets via the Socrata SoQL API…
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| 49043 |
24htrack-mcp
Claim
Track packages across 3,200+ carriers (USPS, UPS, FedEx, DHL, China Post, UniUn…
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| 49044 |
Taiga MCP Server
Claim
Enables natural language interaction with Taiga project management tool to list…
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| 49045 |
RLM Knowledge Base
Claim
An MCP server that enables Claude Desktop to search and read local documents vi…
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| 49046 |
pingpong
Claim
Pingpong is an MCP server for oh-my-pi that gives your AI agent a local code re…
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| 49047 |
arxiv-mcp
Claim
Enables searching ArXiv papers, fetching paper details, daily category digests,…
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| 49048 |
Enables integration with Gong's sales platform through MCP, providing access to…
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| 49049 |
search-mcp
Claim
Provides an MCP server with a search tool for agents, backed by Cloudflare AI S…
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| 49050 |
ApplyAll
Claim
Search for jobs and apply to jobs.
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