MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34601
osherai
Enables AI assistants to query Bullhorn CRM data using natural language through…
34602
1600822305
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
N/A N/A
34603
fastmcp-me
Enables interaction with VikingDB, a high-performance vector database, for stor…
34604
xiaozhozho
akshare-mcp Claim
MCP server that wraps AKShare's 1000+ financial data functions, enabling LLMs t…
34605
LucMacPaquet
Enables MCP clients like Kiro and Claude to access current weather conditions a…
34606
BrandCast-Signage
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
81
34607
Johnhong9527
bocha-mcp Claim
MCP server for Bocha Search API, enabling web search and AI-powered search with…
34608
qinisolabs
qiniso Claim
56 deterministic fact-checkers in one server (IBAN, VAT, VIN, GTIN/barcodes, na…
34609
ilenhart
Enables Claude to access the Danish school communication platform Aula.dk, allo…
N/A N/A 95
34610
zealoushacker
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
34611
cswkim
Reproduces a race condition in mcp-use dev where tool results are dropped when …
N/A N/A
34612
Project-Navi
Open-source AI code review MCP server for local git diff auditing with determin…
34613
andyjusa
Chosun MCP Claim
MCP server for querying Chosun University portal, CLC/e-Class, and OJ systems, …
34614
Revmagi
Enables management of TuxCare ePortal resources such as servers, feeds, registr…
34615
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
N/A N/A
34616
Pushplayhero
Coordinates Codex and Antigravity CLI for a structured software development wor…
N/A N/A
34617
sorcerai
Send-decision email verification: agents get send/review/avoid with evidence, p…
34618
OV3RK177
256-dim DAG Manifold engine. 10 MCP tools. 27 Stripe products. Free tier: 50 qu…
34619
Chaiyuhao
WinCommander Claim
Turns any Windows device into a remotely controllable MCP toolset, allowing a m…
N/A N/A
34620 N/A N/A 95
34621
components-kit
Local-first MCP runtime for fast, reversible, template-aware Excel automation, …
N/A N/A
34622
afshinator
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
N/A N/A
34623
storybookjs
addon-mcp Claim
Help agents automatically write and test stories for your UI components.
N/A N/A 95
34624
celo-org
This MCP server provides access to Composer Kit React component documentation, …
34625
tallyfy
Automate tasks, processes, and approvals with AI.
34626
Mason-Levyy
MyFitnessPal Claim
MCP server for MyFitnessPal: log, search, and analyze your food diary.
N/A N/A
34627
ai-mcp-garage
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
81
34628
dantte-lp
MCP server for semantic search across the complete ObjectARX 2026 documentation…
N/A N/A
34629
Rodriguespn
A Code Mode MCP server for the e2b API, giving agents three tools (search, exec…
N/A N/A
34630
gabrielmahia
nishati-mcp Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
N/A N/A
34631
graphpilot-oss
graphpilot Claim
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and ex…
N/A N/A 95
34632
li7hai26
Enables interaction with Torna API documentation management platform, allowing …
81
34633
Mnehmos
Enables AI assistants to search and retrieve academic papers from arXiv through…
81
34634
zhu1090093659
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
N/A N/A
34635
justadityaraj
Shop on amazon.in via LLM. Three tools: product search with "cheapest in stock"…
34636
xTeknoTaube
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
N/A N/A
34637
Tavaresiqueira
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
34638
OverlayQA
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
34639
cogniahq
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
34640
davidfertube
Altaviz Claim
Enables monitoring and managing multi-platform media buying accounts via natura…
34641
anasdevai
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
81
34642
EventRegistry
newsapi-mcp Claim
A Model Context Protocol (MCP) server that provides real-time news intelligence…
34643
Mikerichardmail
Clarity and memory persistent workspace context manager for Claude.
N/A N/A
34644
enescinar
Twitter Server Claim 1
A Model Context Protocol server that allows interaction with Twitter, enabling …
N/A N/A 95
34645
convexvalue
cvserver Claim
Live US options chains with Greeks and IV, a screener, SQL, and FMP fundamental…
34646
Emeritus-China
MCP server for integrating AI models with Emeritus services, enabling user mana…
34647
dbos-inc
Enables LLMs to analyze and manage DBOS workflows, including introspection, wor…
34648
agaldemas
yt-dlp Claim
Enables video metadata extraction and downloading from platforms like TikTok an…
N/A N/A
34649
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
N/A N/A 95
34650
ober37
Monitor and automate AC Infinity grow controllers through natural conversation …
Showing 34601–34650 of 67181 servers
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