MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54851
andysolomon
MCP server that queues stories and feeds them to live Claude Code sessions, del…
N/A N/A
54852
nathanaeljyhlee
MCP server that gives AI agents access to Babson's campus events and student or…
54853
VitalyOstanin
MCP server that lets AI coding tools control and observe a running Node.js proc…
N/A N/A
54854
Frankhoubre
imaginode Claim
Generate AI images and videos (Flux, Nano Banana, Kling, Veo, 48+ models), refu…
54855
chensiling
Windbg-MCP Claim
Enables AI-driven WinDbg kernel debugging via the Model Context Protocol, allow…
N/A N/A
54856
rajdeepmondaldotcom
WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, …
N/A N/A
54857
EtanHey
VoiceLayer Claim
VoiceLayer MCP server enables AI coding assistants to speak and hear via local,…
N/A N/A
54858
kioie
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
N/A N/A
54859
tools-for-agents
scout Claim
MCP server that fetches web pages, extracts clean markdown (reducing token coun…
N/A N/A
54860
jabbawocky
MCP server that drafts client proposals in your own voice. Save 2-3 of your win…
N/A N/A
54861
jungho-dev
Provides batch file operations, search, and essential git workflows via stdio M…
N/A N/A
54862
Rhaera
mcp-server Claim
N/A N/A 95
54863
benoib
Enables authenticated ROAST users to view their dashboard, profiles, photoshoot…
54864
jomapps
Enables character management and semantic search for the Auto-Movie application…
81
54865
HefnySco
MCP Notes Claim
Enables persistent knowledge graph management with entities, observations, rela…
N/A N/A
54866
Marysbrain
x402 analytics feed + 20+ pay-per-call agent tools over x402 (data, LLM, risk),…
N/A N/A
54867
KodzghlyCZ
mcp-hooker Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
54868
marcinn2
Implementation of MCP server for GoodWe inverters
54869
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
54870
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
54871
jmagar
Soma Claim
Drop-in RMCP runtime for provider-backed MCP tools, prompts, resources, and age…
N/A N/A
54872
ehsansyh
SciAgentKit Claim
MCP-native scientific skills for reproducible computational biology and AI-driv…
N/A N/A
54873
muvon
Octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, workdir.
N/A N/A 81
54874
iamakash-06
Enables AI agents to monitor web documentation for changes, perform semantic se…
N/A N/A
54875
italoag
Enables smart contract security auditing using Slither, Aderyn, and custom patt…
N/A N/A
54876
wpm
epik-gh Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
N/A N/A
54877
mnm-matin
CLI-first web and code search for agents, with MCP support for integration with…
54878 N/A N/A 95
54879
canberkesen48
obsyra Claim
N/A N/A 95
54880
CiscoDevNet
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
54881
paylink-ai
Open-source MCP server that streamlines payment integration for AI agents and f…
54882
Facets-cloud
Enables management of Facets Control Plane projects, resources, environments, a…
54883
GeekyRiolu
Analyze Instagram engagement to extract insights on post comments, compare acco…
N/A N/A 95
54884
Kynlos
ftp-mcp Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
54885
BlueprintLabIO
tidebase Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
N/A N/A
54886
paulmcn23
Enables remote MCP connections with Cloudflare Access OAuth, providing tools li…
54887
shaul1991
localmind Claim
A fully local AI stack that provides OpenAI/Anthropic-compatible LLM API, embed…
54888
DHawks
Mercury Creative WriterTransform your creative writing with intelligent archety…
N/A N/A 95
54889
Aster-Works
aster-guard Claim
Enables scanning MCP server configurations for security risks like prompt injec…
N/A N/A
54890
vvXranjan
A production-quality MCP server that exposes the official eCFR API as structure…
54891
thekie
A secure email gateway MCP server that protects AI agents from prompt injection…
54892
run-llama
mcp-nextjs Claim
Next.js-based MCP server with OAuth 2.1 authentication, deployable on Vercel, s…
54893
DowneyOu
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
54894
amer585
A multi-service MCP server for Cloudflare Workers that enables managing Gigalix…
54895
xiaolaifeng
Enables AI coding assistants to access hosts (e.g., GitHub) behind a local prox…
N/A N/A
54896
ryaker
Connects Claude with Microsoft 365 services including Outlook, OneDrive, and Po…
N/A N/A
54897
markview
markview Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
81
54898
isteamhq
MCP server for LinkedIn that enables AI agents to post, comment, like, and mana…
54899
srotzin
MCP server for trademark first-use attestation with post-quantum dual-signed re…
54900
suhaibkhan
Generates beautiful code snippet images with syntax highlighting and customizab…
N/A N/A
Showing 54851–54900 of 66502 servers