MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35701
lbeyonl
Enables AI agents to search, compare prices, and get details on discounted and …
— ○ ⏳ — — — — — —
35702
AbuAli85
A basic skeleton for building MCP servers with Supabase-based authentication, R…
— ○ ⏳ — N/A N/A — — —
35703
NG-Bullseye
agent-mesh Claim
Provides a messaging multiplexer for agents using Redis streams, allowing Claud…
— ○ ⏳ — — — — — —
35704
sshahzaiib
agy-bridge Claim
Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CL…
— ○ ⏳ — N/A N/A — — —
35705
nonz250
An unofficial MCP server that enables AI assistants to search, read, create, an…
— ○ ⏳ — — — — — —
35706
jmstar85
Integrates SAST, DAST, IAST, and SCA security testing tools for AI-powered DevS…
— ○ ⏳ — — — — — —
35707
kimkun07-k
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
— ○ ⏳ — N/A N/A — — —
35708
gadgethumans-dev
Hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys, n…
— ○ ⏳ — N/A N/A — — —
35709
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
— ○ ⏳ — — — — 81 —
35710
pvliesdonk
Enables searching, tagging, uploading, and reading documents in Paperless-NGX, …
— ○ ⏳ — — — — — —
35711
genart-dev
genart-mcp Claim
MCP server for creating and manipulating generative art with p5.js, Three.js, G…
— ○ ⏳ — — — — — —
35712
quack2025
Add voice answers to open-ended survey questions; create projects, get snippets…
— ○ ⏳ — — — — — —
35713
AliKarami
MikroMCP Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
— ○ ⏳ — N/A N/A — — —
35714
icohangar-ops
AI-powered codebase health analysis — detects dead code, circular dependencies,…
— ○ ⏳ — N/A N/A — — —
35715
null
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
— ○ ⏳ — — — — 81 —
35716
mw-jeong
MCP server for natural language analysis of baseball league data, enabling team…
— ○ ⏳ — N/A N/A — — —
35717
KDF25
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
— ○ ⏳ — — — — — —
35718
sudhxnva
Enables AI assistants to connect to Handshake to search jobs, browse employers,…
— ○ ⏳ — — — — — —
35719
dwarvesf
A Model Context Protocol server that provides tools for interacting with databa…
— ○ ⏳ — — — — 81 —
35720
SMABoundless
orcid Claim
Search ORCID researcher profiles, retrieve works, and export citations
— ○ ⏳ — N/A N/A — — —
35721
Krishna-Baldwa
Provides LLMs with real-time access to Indian agricultural commodity prices acr…
— ○ ⏳ — — — — — —
35722
Redwing-Software
Thousand API Claim
Certainty for AI Agents. Deterministic MCP tools for dates, crypto, finance. 84…
— ○ ⏳ — — — — — —
35723
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
— ○ ⏳ — N/A N/A — — —
35724
abp2204
learn-mcp Claim
An MCP server for agent-guided DSA practice that generates LeetCode-style probl…
— ○ ⏳ — N/A N/A — — —
35725
CodingButter
Enables streaming text-to-speech generation using ElevenLabs with real-time aud…
— ○ ⏳ — — — — — —
35726
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
— ○ ⏳ — — — — — —
35727
v5tech
Enables IP address location and latitude/longitude address queries, providing d…
— ○ ⏳ — — — — 81 —
35728
duke-of-beans
Oktyv Claim
An MCP server that enables AI agents to execute real-world actions through 10 s…
— ○ ⏳ — N/A N/A — — —
35729
getaiready
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
— ○ ⏳ — N/A N/A — — —
35730
aza-ali
MCP server that lets Claude Code fetch web content using real Chrome browsers. …
— ○ ⏳ — N/A N/A — — —
35731
mfahadiqbalofcl
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
— ○ ⏳ — N/A N/A — — —
35732
avallavall
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
— ○ ⏳ — — — — — —
35733
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
— ○ ⏳ — N/A N/A — — —
35734
hypen-code
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
— ○ ⏳ — N/A N/A — — —
35735
ck0i
hashline-mcp Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
— ○ ⏳ — N/A N/A — — —
35736
webkoth
Enables management of Timeweb Cloud resources including servers, databases, Kub…
— ○ ⏳ — N/A N/A — — —
35737
MetaBrain-Labs
Converts ComfyUI workflows into MCP tools for AI agents to generate images, vid…
— ○ ⏳ — — — — — —
35738
ebmarquez
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
— ○ ⏳ — N/A N/A — — —
35739
JulioPeixoto
MCP server for integrating with Abacate Pay API, enabling management of custome…
— ○ ⏳ — — — — — —
35740
khokan
mcp-gsuite Claim
Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…
— ○ ⏳ — — — — — —
35741
Sarg338
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
— ○ ⏳ — N/A N/A — 83 —
35742
anduritko
carapidev Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
— ○ ⏳ — N/A N/A — 95 —
35743
framedparadox
A stdio-to-remote MCP bridge with mTLS client certificate authentication for se…
— ○ ⏳ — N/A N/A — — —
35744
NoBanks
MCP server for PTC ThingWorx, the IIoT platform, providing 8 tools for AI agent…
— ○ ⏳ — — — — — —
35745
Stratogenic-AI
Governance middleware for AI agents: permission gates, approvals, compliance sc…
— ○ ⏳ — — — — — —
35746
Sourav333444
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
— ○ ⏳ — — — — — —
35747
maximem-ai
Synap Memory Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
— ○ ⏳ — — — — — —
35748
Sage-Bionetworks
synapse-mcp Claim
A Model Context Protocol (MCP) server that enables AI agent access to Synapse e…
— ○ ⏳ — — — — — —
35749
bepitulaz
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
— ○ ⏳ — — — — — —
35750
1111111111111111111114oLvT2
inquisitor Claim
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
— ○ ⏳ — N/A N/A — — —
Showing 35701–35750 of 69448 servers
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