MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66751
JayantPrakash
SampleMCP Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
66752
aliwatters
Browser automation for AI agents via the Model Context Protocol, enabling web n…
N/A N/A
66753
geopopos
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
N/A N/A
66754
realskyrin
An MCP server that automatically translates Android app string resources to mul…
N/A N/A
66755
nullsection
Enables Claude to browse the web and make GET/POST/PUT requests with a real Chr…
66756
jc1122
todo-mcp Claim
Enables AI assistants to manage Microsoft To Do tasks via the Graph API, suppor…
N/A N/A
66757
cloud9-labs
Provides full access to the Notion API, enabling search, creation, and manageme…
66758
luuuc
Sense Claim
Codebase understanding for AI coding agents — symbol graph, blast radius, seman…
N/A N/A
66759
alex-jordan547
RenForge MCP Claim
An MCP server for Ren'Py project tooling that enables AI agents to inspect game…
N/A N/A
66760
masahiro-999
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
N/A N/A
66761
jramnara
test-sky-map Claim
N/A N/A 95
66762
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
66763
oomkapwn
enquire-mcp Claim
MCP server that exposes a local Obsidian vault as persistent, searchable memory…
66764
Matheus-Gama-deluna
Maestro Claim
An autonomous MCP server for AI-assisted development with zero-API approach, au…
N/A N/A
66765
CarlosIrineuCosta
A powerful cryptocurrency analysis MCP server that adds advanced technical anal…
N/A N/A
66766 N/A N/A 95
66767
jakefleming
Enables AI tools to create and edit Font Proof documents for type designers, su…
N/A N/A
66768
borgels
Enables managing Corpay One accounts-payable workflows including expense listin…
66769
andreisirbu91-lab
mcpspend Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
N/A N/A
66770
peterlozano
Enables natural-language investigation of Datadog data including logs, metrics,…
N/A N/A
66771
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
66772
sheeryn123
A production-grade MCP server providing 18 tools for comprehensive GitHub inter…
81
66773
sysphcd
Provides image processing tools for Claude Code, including downloading toy imag…
N/A N/A
66774
artemkozlenkov
An MCP server for managing Azure infrastructure from AI assistants, supporting …
N/A N/A
66775
Pyda-AI
A stateless FastMCP server that enables interaction with multiple Sentry instan…
81
66776
Anbus2011
Enables searching and retrieving product information from DigiKey's API, includ…
N/A N/A 95
66777
uzochukwuV
Enables AI agents to pay for protected HTTP resources using Stellar USDC via th…
N/A N/A
66778
Neji402
engedi Claim
93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via…
N/A N/A
66779
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
66780
youna12345
claude-mcp Claim
N/A N/A 95
66781
SolvoHQ
openworkdays Claim
Zero-signup business-day date-math API: add days, count days between dates, is-…
66782
MushroomFleet
Transforms markdown documents into immersive 3D visualizations using semantic a…
N/A N/A
66783
ShunL12324
xhs-mcp Claim
小红书 MCP 服务器,使 AI 助手能够搜索、浏览、发布和互动小红书内容,支持多账号管理与自动浏览。
N/A N/A
66784
SalesforceDiariesBySanket
Enables interaction with Salesforce data and services via custom MCP tools, inc…
66785
Atypical-Consulting
AdrMcp Claim
MCP server for Architectural Decision Records: navigate, author, validate, link…
N/A N/A
66786
dewoller
A flexible MCP server that enables users to define and execute arbitrary comman…
N/A N/A 95
66787
mgmonteleone
An MCP server that integrates with the Pylon API, providing 38 tools for user m…
66788
isaacwars
ARCO MCP Claim
Server for redacting, validating, and auditing ARCO rights requests under Mexic…
N/A N/A
66789
ei-nakamura
An MCP server that automatically crawls, indexes, and serves API reference docu…
N/A N/A
66790
aswin-sankaranarayanan
Exposes JIRA sprint data as MCP tools and prompts, with mock data and a pluggab…
66791
fastmcp-me
Enables AI agents to scan projects for secrets, manage incidents, and create ho…
66792
Krishna-Baldwa
Provides LLMs with real-time access to Indian agricultural commodity prices acr…
66793
wllcyg
Enables searching YApi interfaces by keyword and retrieving detailed interface …
66794
noackjona-hash
Enables AI agents to monitor system resources and control media, brightness, vo…
N/A N/A
66795
tathagat22
undo Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
N/A N/A
66796
tokenscompany
Remote MCP server that connects any MCP client to a PocketBase instance over st…
N/A N/A
66797
amyvarga
A local-first MCP server for creating PDF invoices from SQLite data, supporting…
N/A N/A
66798
fvegiard
Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via it…
66799
arifur9993
Workforce attendance, overtime, overnight shifts, rotating rosters, and Califor…
N/A N/A
66800
zajalist
Hayba Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
N/A N/A
Showing 66751–66800 of 67181 servers