MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 2 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32701
softvoyagers
PageShot MCP Claim
Capture webpage screenshots with format, viewport, and dark mode options
N/A N/A 95
32702
rikard
tomtenisse Claim
N/A N/A 95
32703
VA-MCP Claim
An MCP server for checking OWASP Top 10 vulnerabilities during API development …
N/A N/A
32704
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
32705
mcpsovereign
A two-sided marketplace that enables AI agents to buy and sell datasets, prompt…
81
32706
groundapi
GroundAPI Claim
Real-time data API for AI Agents. One API key to access 13 tools: A-share stock…
32707
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
N/A N/A 95
32708
Enables text-only AI models to understand clipboard images by describing them t…
N/A N/A
32709
swesmith-repos
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
81
32710
xiaobenyang-com
arxiv-paper Claim
N/A N/A 95
32711
khadinakbaronline
Scrape messages, extract leads from public Telegram channels. No login required.
N/A N/A
32712
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
N/A N/A
32713
MatthewSuazo
A local MCP server that wraps the Obsidian CLI to give AI assistants direct acc…
N/A N/A
32714
Bibverify Claim
Verify and repair BibTeX references with DOI-first MCP tools.
N/A N/A
32715
ForrestKim42
A pattern for systematically exploring any Android app using an LLM agent with …
N/A N/A
32716
slimbiggins007
fintools-mcp Claim
Provides a comprehensive financial analysis toolkit for AI assistants, featurin…
32717 N/A N/A 95
32718
xiaobenyang-com
chess Claim
Visualize chess positions instantly from FEN. Copy readable text-based boards i…
N/A N/A 95
32719 N/A N/A 95
32720
ragalgo
ragalgo-mcp Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
N/A N/A 95
32721
Delegueinu
onlyswaps Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
N/A N/A 95
32722
cnvs.app Claim
Zero-auth real-time collaborative whiteboard with MCP — AI agents + humans edit…
32723
lexq-io
LexQ Claim
55 MCP tools for managing business rules. Create policy groups, define rules, r…
32724
yakumo123118
mumuai Claim
N/A N/A 95
32725
egov-law-mcp Claim
Local stdio MCP server for searching Japanese laws and retrieving article text …
32726
cluster3115
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
81
32727
finsavvyai
pushci Claim
AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever.
N/A N/A
32728
pipeworx-io
uselessfacts Claim
Uselessfacts MCP — wraps uselessfacts.jsph.pl API (free, no auth)
32729
A production-oriented, read-only MCP server for secure ELK stack analysis, comp…
32730 N/A N/A
32731
32732
apify
actors-mcp-server Claim
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from website…
86
32733
susancodes55
A Model Context Protocol server that provides access to the HackTricks knowledg…
N/A N/A 95
32734
AI-powered cold email campaign management through Model Context Protocol (MCP).
32735
Superman
Provides an MCP server with a fetch_url tool for making HTTP requests alongside…
81
32736
MATCHUP-LABS
NYC property intelligence, building violations, and restaurant/venue compliance…
N/A N/A
32737
Elemzir
KTA-Oracle Claim
Live KTA rates, market data, payment rails, AML/VAT compliance, SDK snippets. 1…
32738
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
32739
Deep dive your metrics. Contact us for an API key. Learn more at https://Infose…
N/A N/A
32740 N/A N/A 95
32741 N/A N/A 95
32742
JonJam
MCP server providing weather tools with data sourced from AccuWeather.
N/A N/A
32743
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
32744
zarelli1
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
81
32745
gswardman
giveready Claim
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
N/A N/A
32746
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
32747
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
81
32748
theYahia
MCP server for Yandex.Metrika API — counters, reports, visitors, traffic source…
N/A N/A
32749
dowant
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
N/A N/A
32750
deepwired
Jira MCP server with scoped API tokens via api.atlassian.com gateway
N/A N/A
Showing 32701–32750 of 33379 servers
« Prev 1 653 654 655 656 657 668 Next »