MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55751 |
tokensStudioMCP
Claim
MCP server that reads Tokens Studio design tokens from Figma and makes them ava…
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| 55752 |
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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| 55753 |
MCP CSV Sales Analyzer
Claim
Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powere…
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| 55754 |
Salesforce MCP Server
Claim
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
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| 55755 |
strimzi-kafka-cli
Claim
Command Line Interface for the Strimzi Kafka Operator
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| 55756 |
Browserbeam MCP Server
Claim
Enables real browser automation as tools in Cursor, Claude Desktop, Windsurf, a…
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| 55757 |
pje-mcp-server
Claim
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
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| 55758 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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| 55759 |
Quick Design
Claim
An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in…
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| 55760 |
cware-hil-mcp
Claim
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
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| 55761 |
oci-mcp-server
Claim
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
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| 55762 |
CaskMCP
Claim
Turns any web API into a governed, agent-ready MCP server with lockfile-based a…
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| 55763 |
PMCP
Claim
A single MCP server gateway that reduces context bloat by providing progressive…
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| 55764 |
ExpenseTracker
Claim
Enables users to manage personal finances—tracking expenses, income, budgets, a…
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| 55765 |
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
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| 55766 |
Fenshitu MCP
Claim
Generates professional A-share intraday stock charts with 1-day and multi-day v…
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| 55767 |
HumanBrowser
Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
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| 55768 |
Claude Persistent Memory
Claim
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
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| 55769 |
gdbmcp
Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
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| 55770 |
OdinMCP
Claim
A distributed MCP server framework enabling scalable task execution across mult…
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| 55771 |
claude-to-agy
Claim
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
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| 55772 |
mcp-server-redcap
Claim
Enables interaction with REDCap instances for managing research data, projects,…
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| 55773 |
PokeCanvas
Claim
Enables querying Canvas LMS courses, assignments, grades, and more via natural …
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| 55774 |
cli-orchestrator-mcp
Claim
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
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| 55775 |
Enables users to connect bank accounts within a chat session using Sophtron's U…
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| 55776 |
NEAT MCP Server
Claim
Provides AI agents with a live architecture model of a codebase, enabling queri…
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| 55777 |
open-computer-use
Claim
MCP server that gives any LLM a managed Docker workspace with live browser, ter…
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| 55778 |
mcp-forge
Claim
Turn any OpenAPI spec into a working MCP server — point it at a spec and Claude…
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| 55779 |
Local document intelligence for AI agents — extract text, detect tables, read m…
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| 55780 |
re-kaitai
Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
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| 55781 |
Enables AI assistants to search and explore Databricks AWS documentation throug…
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| 55782 |
ppa-mcp
Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
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| 55783 |
obsidian-livesync-mcp
Claim
Provides AI agents and LLM tools with direct read/write access to Obsidian Live…
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| 55784 |
Inkwell MCP Server
Claim
Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
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| 55785 |
Gigwa MCP Server
Claim
An MCP server that interfaces with Gigwa for genotyping data import, analysis, …
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| 55786 |
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
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| 55787 |
mcp-hello-py
Claim
Greets users in Korean by name, supporting single and multiple recipients.
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| 55788 |
MCP Server SearXNG
Claim
MCP server for SearXNG meta search engine with enhanced error handling and para…
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| 55789 |
PTT MCP Server
Claim
Enables AI clients to log in and interact with the PTT bulletin board system vi…
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| 55790 |
karellen-lsp-mcp
Claim
Provides LLM clients with structured code intelligence through LSP servers, ena…
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| 55791 |
WAHA WhatsApp MCP Server
Claim
Enables Claude to interact with WhatsApp through a unified backend API, providi…
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| 55792 |
Mira
Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
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| 55793 |
angr-api-mcp
Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
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| 55794 |
TradeMCP
Claim
An MCP server that exposes trading analytics — technical indicators, portfolio …
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| 55795 |
Librarian
Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
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| 55796 |
Privy.io MCP Server
Claim
Provides comprehensive access to user management, wallet operations, and blockc…
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| 55797 |
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
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| 55798 |
Pine Script MCP Server
Claim
Enables AI assistants to look up any Pine Script function, search TradingView d…
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| 55799 |
turbopentest
Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
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| 55800 |
voice-sphere
Claim
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