MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24951
Kitty-Punch
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
N/A N/A 95
24952
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
24953
BACH-AI-Tools
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
81
24954
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
N/A N/A 83
24955
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
N/A N/A 95
24956 N/A N/A 95
24957
MCP-Mirror
Implements a structured development workflow for LLM-based coding with feature …
N/A N/A 95
24958 N/A N/A 95
24959
jovezhong
mcp-timeplus Claim 1
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
81
24960
Ingest and analyze Terraform modules from multiple repositories for AI RAG syst…
N/A N/A 81
24961
director Claim
MCP Playbooks for AI agents
N/A N/A
24962
ThinkWatch Claim
Enterprise AI bastion host for secure AI API and MCP access, with unified proxy…
N/A N/A
24963
Lone-Star-AI
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
N/A N/A 95
24964
dreamchaser.esque
sss Claim
N/A N/A 95
24965
keshrath
MCP server registry and marketplace - discover, install, activate tools on dema…
N/A N/A
24966
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher,…
N/A N/A
24967
Automata-Labs-team
An MCP server for browser automation using Playwright
N/A N/A 95
24968
Ejb503
Enable AI agents to interact with Reddit by reading posts, creating content, an…
N/A N/A 95
24969
NuraNet
An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…
N/A N/A 95
24970
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
N/A N/A 95
24971
dotbot Claim
Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
N/A N/A PO
24972
Recur Claim
Subscription payment platform for Taiwan — manage products, customers, and bill…
24973
APIFold Claim
Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Str…
24974
A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
N/A N/A
24975
apra-fleet Claim
Coordinate Claude Code agents across every machine in your network — from a sin…
N/A N/A
24976
forge Claim
Turn a one-line idea into a branch with tested, reviewed, committed code. The b…
N/A N/A
24977
pentest-ai Claim
The most autonomous pentesting AI on the market. MCP server + Python agents wit…
N/A N/A
24978
coupang-mcp Claim
Claude/Cursor에서 쿠팡 검색. 최저가 비교, 로켓배송 표시, 중고상품도 검색됨. API 키 불필요.
N/A N/A
24979
funky1688
Transforms any website's documentation into an MCP-compatible interactive knowl…
81
24980
mmorey
Connects AI assistants to the Runn.io resource planning platform to manage proj…
81
24981
Open Brain Claim
Personal knowledge graph with 16 MCP tools. Auto-links, deduplicates, tracks th…
24982
yifanyifan897645
git-summary Claim
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
N/A N/A
24983
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
24984
MCP-Mirror
Enables searching across multiple search engines (Google, Bing, YouTube, DuckDu…
81
24985 N/A N/A 95
24986
optimusbasti
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
24987
parkkyeonghoon
naver_search Claim
N/A N/A 95
24988
agentra-commerce
xap Claim
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
N/A N/A
24989
sosacrazy126
Enable AI agents to perform advanced code search and querying across repositori…
N/A N/A 95
24990 N/A N/A 95
24991
rjlopezai
VERITAS Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
N/A N/A 95
24992
JigsawStack
Detect NSFW images using JigsawStack's AI Models.
N/A N/A 95
24993
Saber Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
24994
SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI …
N/A N/A 81
24995
Vijay-2005
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
N/A N/A 95
24996
SichengHe6
cq_mcp Claim
N/A N/A 95
24997
jesec
retell Claim
N/A N/A 95
24998 N/A N/A 95
24999
vikunjamcp Claim 2
An MCP server that provides access to Vikunja, a self-hosted task management so…
N/A N/A 69
25000
12345678969696969
Exposes popular OSINT and reconnaissance tools like Sherlock, SpiderFoot, and H…
81
Showing 24951–25000 of 30006 servers
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