MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28942
Scored
2089
Verified
16951
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34701
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
34702
ddonathan
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
81
34703
peec-ai
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
81
34704
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
N/A N/A 95
34705
shining55-peach-p0lb
FORMLOVA Claim
Chat-first form service with 127 MCP tools across 25 categories. Create, manage…
81
34706
hwang-yh-cto
space-ocr Claim
Multilingual structured OCR with verified per-character bboxes for AI agents.
N/A N/A
34707
wmarceau
Search and compare concert ticket prices across platforms
N/A N/A 75
34708
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
81
34709
found402
Hallucination Detector — scores AI-generated output for hallucination risk. Det…
81
34710
Ansh-Wappnet
A Model Context Protocol server that enables applications to interact with Gmai…
N/A N/A 95
34711
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
34712
git-fabric
An AI conversation management layer that enables creating chat sessions, persis…
81
34713
Yet Another Yandex Wiki MCP Server.
N/A N/A 81
34714
tanamurayuuki
Enables web content extraction and Google Search through Google AI Studio's URL…
81
34715
CSOAI-ORG
iso-27001-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34716
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
34717
andrew-schreiber1
Technographics for desktop apps (like builtwith.com)
81
34718
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
34719
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
34720
easyspace
spotify-mcp Claim
N/A N/A 95
34721
earchibald
A state persistence layer that enables seamless handoffs between different AI c…
N/A N/A 95
34722
MCP-Mirror
An MCP server that provides browser automation capabilities via Playwright usin…
81
34723
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
N/A N/A
34724
moechehabb
Arthur Claim 1
An MCP server that enables developers to summon AI development team agents dire…
N/A N/A 95
34725
Secure-ISS
Enables natural language management of servers, deployments, and build pipeline…
81
34726
PaulGG-Code
Discover and assess IoT and wireless targets across BLE, Zigbee, Wi‑Fi, ESB, RF…
N/A N/A 95
34727
Young-Keun-LEE
Provides real-time access to the latest announcements and notices from Myongji …
81
34728
ragalgo
ragalgo-v3 Claim
N/A N/A 95
34729
bigboss32
mcp Claim
N/A N/A 95
34730
contextium-io
mcp-server Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
N/A N/A 95
34731
000safah000-ai
BlackHawkMCP - connect AI to Google Sheets
N/A N/A 83
34732
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
34733
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
N/A N/A 95
34734
dick571
suna Claim
N/A N/A 95
34735
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
34736
axel-belfort
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
81
34737
jharriGH
kje-mcp Claim
MCP server that enables Claude.ai to interact with Jim Brain's persistent memor…
34738
hollaugo
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
N/A N/A 95
34739
datamerge
DataMerge Claim
Enhances business intelligence by enriching company and contact data using doma…
81
34740
Solaceking
Enables AI assistants to perform semantic search, manage vectors, and interact …
81
34741
MeirKaD
Find current information across major search engines and extract web pages into…
N/A N/A 95
34742
Hzzy2O
Generate high-quality images using AI with seamless integration into your appli…
N/A N/A 95
34743
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
34744
notasandy
Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.
N/A N/A
34745
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
34746
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
34747
ignitabull18
Enables interaction with Google's NotebookLM through natural language, allowing…
N/A N/A 95
34748
NimbleBrainInc
Enables access to 200,000+ machine learning models through the Hugging Face Inf…
81
34749
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
34750
noufelouan
test Claim
N/A N/A 95
Showing 34701–34750 of 35110 servers
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