MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
Newly Added
sales-intelligence-mcp regulatory-filings-mcp patents-trademarks-ip-mcp-server global-equities-screener-mcp fred-treasury-macro-data-mcp| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 52051 |
ChiefLab
Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
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| 52052 |
MCP Server Chart
Claim
Enables generation of 25+ types of charts and data visualizations using AntV, i…
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| 52053 |
unitrends-mcp
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MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 52054 |
memcp
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Provides persistent memory for AI assistants like Claude, storing and retrievin…
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| 52055 |
r324
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| 52056 |
mcp-github
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MCP server for the GitHub REST API that enables interaction with repositories, …
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| 52057 |
cursor-chats-bridge
Claim
Read-only bridge between Claude Code and Cursor on Windows. Exposes Cursor's lo…
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| 52058 |
sogou-weixin-mcp-server
Claim
Enables searching for WeChat official account articles through the Sogou WeChat…
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| 52059 |
recife-open-data-mcp
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MCP server to query public open data from Recife, Brazil using natural language…
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| 52060 |
json-sanity
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Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 52061 |
ai-runtime-guard
Claim
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
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| 52062 |
Provides strategic dialogue management and emotional de-escalation for customer…
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| 52063 |
WebMCP
Claim
Enables websites to expose JavaScript functions as MCP tools, allowing AI agent…
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| 52064 |
Chess MCP Server
Claim
Enables AI assistants to explore player profiles, ratings, game archives, leade…
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| 52065 |
tonmcp
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| 52066 |
Zeplin MCP Server
Claim
Connects AI agents to Zeplin to access component and screen specs, documentatio…
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| 52067 |
Remote MCP Server
Claim
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
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| 52068 |
Upstage MCP Server
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 52069 |
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Curs…
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| 52070 |
A collection of MCP servers providing medical calculation tools (eGFR, pregnanc…
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| 52071 |
sound-mcp
Claim
A server that enables agents to play notification sounds and desktop toasts, us…
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| 52072 |
Font Tools MCP
Claim
Enables AI agents to diagnose, modify, and validate OTF/TTF fonts interactively…
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| 52073 |
yt-dlp-mcp-server
Claim
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
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| 52074 |
dynadot-mcp
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MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
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| 52075 |
Airesearch
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| 52076 |
gnomon-mcp
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Deterministic batch tools so LLM agents stop next-token-guessing dates and math…
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| 52077 |
AAP MCP Server
Claim
Enterprise-grade MCP server exposing Ansible Automation Platform 2.x as a compl…
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| 52078 |
Stratalize Intelligence
Claim
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
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| 52079 |
Conductor
Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
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| 52080 |
gfhf
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| 52081 |
pje-mcp-server
Claim
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
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| 52082 |
psyche-ai
Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
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| 52083 |
Quick Design
Claim
An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in…
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| 52084 |
mingyu
Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
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| 52085 |
cware-hil-mcp
Claim
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
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| 52086 |
merakimcp
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| 52087 |
MCP CSV Sales Analyzer
Claim
Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powere…
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| 52088 |
cardzero-mcp
Claim
Gives AI agents a smart-contract wallet on Base (USDC) with 10 stdio tools: cre…
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| 52089 |
Salesforce MCP Server
Claim
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
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| 52090 |
tokensStudioMCP
Claim
MCP server that reads Tokens Studio design tokens from Figma and makes them ava…
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| 52091 |
strimzi-kafka-cli
Claim
Command Line Interface for the Strimzi Kafka Operator
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| 52092 |
Browserbeam MCP Server
Claim
Enables real browser automation as tools in Cursor, Claude Desktop, Windsurf, a…
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| 52093 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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| 52094 |
claude-to-agy
Claim
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
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| 52095 |
OdinMCP
Claim
A distributed MCP server framework enabling scalable task execution across mult…
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| 52096 |
Claude Persistent Memory
Claim
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
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| 52097 |
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
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| 52098 |
PMCP
Claim
A single MCP server gateway that reduces context bloat by providing progressive…
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| 52099 |
gdbmcp
Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
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| 52100 |
Knowledge coverage map and health score. Ingest docs into a governed knowledge …
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