MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 4 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37401 |
FCA MCP Server
Claim
AI-powered regulatory intelligence for financial services, enabling conversatio…
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| 37402 |
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
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| 37403 |
AgentKit
Claim
Exposes enterprise KPIs, health scores, forecasting, and anomaly detection as M…
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| 37404 |
pje-mcp-server
Claim
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
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| 37405 |
Agent Context Bridge
Claim
A local-first bridge for moving useful context between coding agents, indexing …
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| 37406 |
Enables searching and retrieving security conference papers from major venues (…
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| 37407 |
lilith-gmail
Claim
Enables semantic search, retrieval, and summarization of Gmail emails with priv…
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| 37408 |
databricks-sql-mcp
Claim
Enables AI assistants to execute SQL queries and explore databases, tables, and…
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| 37409 |
ops-copilot-mcp
Claim
A self-hosted MCP server providing a governed interface for AI agents to intera…
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| 37410 |
MCP Demo Project
Claim
A collection of MCP servers demonstrating math operations, weather data, and La…
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| 37411 |
Hong Kong payments for AI agents — Alipay / WeChat Pay via Stripe. Never holds …
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| 37412 |
arai
Claim
Policy enforcement for AI coding agents derived from existing instruction files…
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| 37413 |
WinScript
Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
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| 37414 |
overtone-news-mcp
Claim
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
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| 37415 |
mcp-servicefusion
Claim
Enables AI-assisted field service management through the Service Fusion API, in…
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| 37416 |
A Model Context Protocol (MCP) server that exposes a professional profile — cer…
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| 37417 |
agent-cost-mcp
Claim
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
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| 37418 |
AL-Go MCP Server
Claim
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
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| 37419 |
Enables interacting with Feishu (Lark) multidimensional tables through MCP tool…
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| 37420 |
budget-planner-ai-mcp
Claim
budget-planner-ai-mcp MCP server by MEOK AI Labs
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| 37421 |
Zoho Books Accounting
Claim
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
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| 37422 |
ck3-strategy-advisor
Claim
Enables Claude to read Crusader Kings III save files and retrieve strategic gam…
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| 37423 |
AdSense MCP
Claim
A Model Context Protocol (MCP) server that gives Claude Desktop direct access t…
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| 37424 |
codescan
Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
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| 37425 |
MoonMCP
Claim
A scope-aware bug-bounty & reconnaissance MCP server that works out of the box …
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| 37426 |
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt m…
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| 37427 |
Copilot MCP
Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
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| 37428 |
Proxmox MCP Server
Claim
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
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| 37429 |
Notion MCP Server
Claim
A production-grade Notion MCP server with full CRUD, search, and schema validat…
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| 37430 |
ats-resume-writer
Claim
Rewrites resumes to beat ATS screening (Workday, Greenhouse, iCIMS, Taleo) agai…
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| 37431 |
Prior
Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
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| 37432 |
UniMCPSim
Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
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| 37433 |
penni-mcp
Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
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| 37434 |
walmart-mcp
Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
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| 37435 |
Schedules, scores, odds, splits & explainable AI bet confidence — 8+ sports, fr…
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| 37436 |
typescript-mcp-server
Claim
A TypeScript boilerplate for building Model Context Protocol (MCP) servers with…
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| 37437 |
local-mysql
Claim
Provides read-only access to a local MySQL database, enabling SQL queries, data…
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| 37438 |
test
Claim
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| 37439 |
Teamcenter MCP Server
Claim
Integrates with Teamcenter PLM using its REST API, enabling search, create, upd…
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| 37440 |
AgentMail
Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
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| 37441 |
RepoChatMCP
Claim
A zero-dependency MCP server that enables searching and reading local Claude Co…
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| 37442 |
YFinance MCP Server
Claim
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
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| 37443 |
Build real visual systems in TouchDesigner from plain language with Claude, Cur…
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| 37444 |
AccessibilityAI
Claim
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
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| 37445 |
mcp-recall-md
Claim
Enables semantic search over local markdown note collections using vector embed…
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| 37446 |
StraitsX MCP Server
Claim
Provides bilingual (English/Chinese) access to StraitsX payment API documentati…
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| 37447 |
Reply.io
Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
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| 37448 |
yandex-metrica-mcp
Claim
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports …
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| 37449 |
Bitbucket Server MCP
Claim
A professional MCP server for Bitbucket Server that enables automation of pull …
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| 37450 |
Enphase Solar MCP Server
Claim
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
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