MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34601 |
Bullhorn CRM MCP Server
Claim
Enables AI assistants to query Bullhorn CRM data using natural language through…
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| 34602 |
js-reverse-mcp
Claim
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
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| 34603 |
vikingdb-mcp-server
Claim
Enables interaction with VikingDB, a high-performance vector database, for stor…
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| 34604 |
akshare-mcp
Claim
MCP server that wraps AKShare's 1000+ financial data functions, enabling LLMs t…
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| 34605 |
mcp-weather-server
Claim
Enables MCP clients like Kiro and Claude to access current weather conditions a…
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| 34606 |
Cozi MCP Server
Claim
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
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| 34607 |
bocha-mcp
Claim
MCP server for Bocha Search API, enabling web search and AI-powered search with…
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| 34608 |
qiniso
Claim
56 deterministic fact-checkers in one server (IBAN, VAT, VIN, GTIN/barcodes, na…
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| 34609 |
Aula MCP Server
Claim
Enables Claude to access the Danish school communication platform Aula.dk, allo…
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| 34610 |
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
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| 34611 |
mcp-use-hang-repro
Claim
Reproduces a race condition in mcp-use dev where tool results are dropped when …
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| 34612 |
grippy-code-review
Claim
Open-source AI code review MCP server for local git diff auditing with determin…
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| 34613 |
Chosun MCP
Claim
MCP server for querying Chosun University portal, CLC/e-Class, and OJ systems, …
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| 34614 |
Enables management of TuxCare ePortal resources such as servers, feeds, registr…
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| 34615 |
Outlook MCP Server
Claim
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
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| 34616 |
superpower-codex-mcp
Claim
Coordinates Codex and Antigravity CLI for a structured software development wor…
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| 34617 |
send-decision
Claim
Send-decision email verification: agents get send/review/avoid with evidence, p…
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| 34618 |
256-dim DAG Manifold engine. 10 MCP tools. 27 Stripe products. Free tier: 50 qu…
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| 34619 |
WinCommander
Claim
Turns any Windows device into a remotely controllable MCP toolset, allowing a m…
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| 34620 |
codegraphcontext
Claim
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| 34621 |
Open Workbook
Claim
Local-first MCP runtime for fast, reversible, template-aware Excel automation, …
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| 34622 |
mcp-server-go-quality
Claim
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
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| 34623 |
addon-mcp
Claim
Help agents automatically write and test stories for your UI components.
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| 34624 |
Composer Kit MCP Server
Claim
This MCP server provides access to Composer Kit React component documentation, …
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| 34625 |
Automate tasks, processes, and approvals with AI.
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| 34626 |
MyFitnessPal
Claim
MCP server for MyFitnessPal: log, search, and analyze your food diary.
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| 34627 |
MyFitnessPal MCP Server
Claim
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
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| 34628 |
oarx-docs-mcp
Claim
MCP server for semantic search across the complete ObjectARX 2026 documentation…
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| 34629 |
e2b-code-mode
Claim
A Code Mode MCP server for the e2b API, giving agents three tools (search, exec…
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| 34630 |
nishati-mcp
Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
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| 34631 |
graphpilot
Claim
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and ex…
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| 34632 |
Torna MCP Server
Claim
Enables interaction with Torna API documentation management platform, allowing …
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| 34633 |
arXiv MCP Server
Claim
Enables AI assistants to search and retrieve academic papers from arXiv through…
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| 34634 |
deepseek-pp
Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
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| 34635 |
amazon-in-mcp
Claim
Shop on amazon.in via LLM. Three tools: product search with "cheapest in stock"…
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| 34636 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 34637 |
Garmin MCP Server
Claim
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
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| 34638 |
OverlayQA MCP
Claim
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
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| 34639 |
@cogniahq/mcp
Claim
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
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| 34640 |
Altaviz
Claim
Enables monitoring and managing multi-platform media buying accounts via natura…
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| 34641 |
Classroom Suite MCP
Claim
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
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| 34642 |
newsapi-mcp
Claim
A Model Context Protocol (MCP) server that provides real-time news intelligence…
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| 34643 |
clarik-mcp-server
Claim
Clarity and memory persistent workspace context manager for Claude.
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| 34644 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 34645 |
cvserver
Claim
Live US options chains with Greeks and IV, a screener, SQL, and FMP fundamental…
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| 34646 |
Emeritus MCP Server
Claim
MCP server for integrating AI models with Emeritus services, enabling user mana…
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| 34647 |
DBOS MCP Server
Claim
Enables LLMs to analyze and manage DBOS workflows, including introspection, wor…
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| 34648 |
yt-dlp
Claim
Enables video metadata extraction and downloading from platforms like TikTok an…
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| 34649 |
Archergate
Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
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| 34650 |
ac-infinity-mcp
Claim
Monitor and automate AC Infinity grow controllers through natural conversation …
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