MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37851
coinugget
Provides real-time cryptocurrency market signals including RSI, top gainers, pr…
37852
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
37853
aixsignal
Hello Claim
Generate friendly, personalized greetings instantly. Validate your setup quickl…
N/A N/A 95
37854
joshuachestang
Enables natural language access to the Eventbrite API for creating, managing, a…
37855
brettanthonysjoberg079-code
Enables market research and analytics for digital, audio, POD, and ebook publis…
37856
grokeverything
Comprehensive MCP server for local Microsoft Outlook automation, providing 64 t…
N/A N/A
37857
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
37858
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
37859
ShushannaKarapetyan
Enables MCP-compatible clients like Claude or ChatGPT to generate images from t…
37860
honeyvig
WavespeedMCP Claim
An MCP server that provides a standardized interface for accessing WaveSpeed AI…
37861
zyf0717
repo-context Claim
Read-only repository context explorer for coding agents. Provides repository ex…
N/A N/A
37862
ducrouxolivier
Provides astronomical calculations using the Swiss Ephemeris library, including…
37863
Fractera
mcp-fractera Claim
Zero-Ops deploy of a private AI coding workspace to your own VPS, straight from…
37864
wheelfor
wheelfor-mcp Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
37865
aristath
Provides live Greek weather data from EMY, including forecasts, alerts, marine …
37866
danntking
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
N/A N/A
37867
lietblue
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
N/A N/A
37868
xmruuu
Enables AI assistants to search, read, and manage Zotero references locally wit…
N/A N/A
37869
x4ddy
RootCause Claim
Enables debugging by analyzing bug reports, tracebacks, or code snippets to ret…
N/A N/A
37870
ekakit
Production-ready MCP server implementations for creative applications, enabling…
N/A N/A
37871
jeanlopezxyz
Enables querying the CNCF landscape to search for projects, get detailed inform…
N/A N/A
37872
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
N/A N/A
37873
geekgod382
Provides file system access and operations, enabling AI assistants to read, wri…
N/A N/A
37874
JOCOIN94
A headless MCP server that enables AI tools (like Claude Code) to read and anal…
N/A N/A
37875
vibefix
vibefix-mcp Claim
Your AI built it. It broke. Post the bug, a real developer fixes it. VibeFix i…
N/A N/A 95
37876
tsoernes
Exposes Anthropic Claude Agent Skills as MCP tools for discovery, search, and r…
N/A N/A
37877
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
N/A N/A
37878
d11r
servo-mcp Claim
Enables AI agents to see and control your desktop with tools for screenshots, c…
N/A N/A
37879
mrh-is
partiful-mcp Claim
Enables AI agents to view Partiful events, RSVPs, hosted events, mutual connect…
37880
devinoldenburg
hetzner-mcp Claim
Model Context Protocol server for full Hetzner Cloud + Storage API automation. …
37881
ironlam
Exposes French political data from Poligraph as MCP tools, allowing journalists…
N/A N/A
37882
stablebaseline
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
37883
orkait
MCP server providing 33 verified Motion for React APIs with correct imports and…
N/A N/A
37884
hidechae
Enables searching and retrieving Zendesk Help Center articles through natural l…
37885
abenitez573
An MCP server that enables AI models to perform mathematical calculations and o…
37886
badchars
Enables AI agents to perform security testing on web applications by controllin…
N/A N/A
37887
CC3-0
Provides access to CoinCap's cryptocurrency market data and technical analysis …
37888
zcgkiller
Enables Claude to search and retrieve patent data from EPO OPS and Google Paten…
37889
bobzhou-source
Local MCP server for editing Power BI Project reports saved in PBIR format.
N/A N/A
37890
michaelshowes
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
81
37891
EgmerMarketing
Starbase MCP Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
N/A N/A
37892
pkovitan
MCP server for MikroTik RouterOS with multi-router support, environment-based a…
37893
andyreagan
org-mcp Claim
A Python-based MCP server that provides access to local Org mode files, enablin…
N/A N/A
37894
walkerpauldavid
An MCP server for OAuth 2.0 authentication supporting Device Code and Client Cr…
37895
sshahzaiib
agy-bridge Claim
Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CL…
N/A N/A
37896
ErikThiart
SIMcloud Claim
SIMcloud is a hosted South African MCP server for wallet balance checks, networ…
37897
jackccrawford
Geniuz Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
N/A N/A
37898
Licinexus
mcp Claim
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4…
N/A N/A
37899
sharmas-dev
A calculator-focused MCP server with TypeScript and Zod validation, providing t…
N/A N/A
37900
abhij1306
CodeWeave enables AI coding clients to inspect, edit, and validate a configured…
Showing 37851–37900 of 64698 servers
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