MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58751
JoaoBerne
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, …
— ○ ⏳ — N/A N/A — — —
58752
funkytownk
Analyze Gold IRA sales call transcripts to reveal insights, risks, and opportun…
— ○ ⏳ — N/A N/A — 95 —
58753
deepanshuverma022
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
— ○ ⏳ — — — — — —
58754
lockon-n
An MCP server that provides access to WooCommerce REST API functionality, enabl…
— ○ ⏳ — N/A N/A — — —
58755
Feeless402
nano-pay Claim
Pay for x402-priced APIs with feeless, sub-second Nano (XNO) micropayments from…
— ○ ⏳ — N/A N/A — — —
58756
mcclowes
Exposes Docusaurus documentation and OpenAPI specs as an MCP server, enabling A…
— ○ ⏳ — — — — — —
58757
outpost2026
Analyzes LinkedIn saved jobs with EROI scoring and writes analysis back to a kn…
— ○ ⏳ — N/A N/A — — —
58758
matthewagi
An MCP server that provides 20 tools to control the Unity Editor with natural l…
— ○ ⏳ — N/A N/A — — —
58759
geq1fan
Context MCP Claim
Provides AI agents with secure, read-only file system access to analyze and und…
— ○ ⏳ — N/A N/A — — —
58760
lazymac2x
Cloudflare Workers MCP server: diff-patch-tools
— ○ ⏳ — — — — — —
58761
HarshitSingh-PM
MCP server to score, tailor, and edit resumes on JuicedResume from any MCP clie…
— ○ ⏳ — — — — — —
58762
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
— ○ ⏳ — — — — — —
58763
shxiaj
Enables lightning-fast file searching on Windows using Everything SDK, with too…
— ○ ⏳ — N/A N/A — — —
58764
kythene
Kythene Claim
Your AI's work, reviewed by your team, remembered - shared artifacts with revie…
— ○ ⏳ — — — — — —
58765
kubedoll-heavy-industries
mcp-helm Claim
Provides AI assistants with real Helm chart data from repositories, enabling ac…
— ○ ⏳ — — — — — —
58766
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
— ○ ⏳ — — — — — —
58767
LaZZy0v0
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and conca…
— ○ ⏳ — N/A N/A — — —
58768
ottotheagent
Otto Travel Claim
Plan, book, and manage business travel.
— ○ ⏳ — — — — — —
58769
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
— ○ ⏳ — N/A N/A — 95 —
58770
sovantica
engrava Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
— ○ ⏳ — N/A N/A — — —
58771
wgarrido
MCP Browser Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
— ○ ⏳ — N/A N/A — — —
58772
mcpassure
Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentaçõ…
— ○ ⏳ — N/A N/A — 95 —
58773
matematicsolutions
mcp-fr-legal Claim
Provides offline access to the French legal corpus (Legifrance/DILA) with full-…
— ○ ⏳ — N/A N/A — — —
58774
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
— ○ ⏳ — — — — 81 —
58775
chestnutforty
Provides access to Google Trends search interest data with backtesting support,…
— ○ ⏳ — — — — 81 —
58776
rillsoft
MCP server built into Rillsoft Project 10 for multi-project resource planning (…
— ○ ⏳ — N/A N/A — — — C
58777
bhakti259
Enables natural language expense tracking and management via Claude Desktop, su…
— ○ ⏳ — N/A N/A — — —
58778
maximmaximovwork2018-gif
Car repair cost estimates by make, model and repair type. 31 cost guides, VIN d…
— ○ ⏳ — — — — — —
58779
xiaobenyang-com
iconify-icon Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
— ○ ⏳ — N/A N/A — 95 —
58780
expandingideas-ai
Web search, content extraction, and library docs for AI agents with 5-strategy …
— ○ ⏳ — — — — — —
58781
livewiremcp Claim 3
LiveAction LiveWire MCP Server
— ○ — N/A N/A — 40 —
58782
PasinduGunarathne
Enables AI assistants to set up, run, and manage Ballerina + Salesforce integra…
— ○ ⏳ — — — — — —
58783
Evgenzh2007
Enables AI assistants to programmatically read, modify, and query Tableau workb…
— ○ ⏳ — N/A N/A — — —
58784
tom832
Provides chemical informatics endpoints for converting between chemical names a…
— ○ ⏳ — — — — — —
58785
juansalas22
Enables validation and monitoring of analytics events in Heru, integrating with…
— ○ ⏳ — N/A N/A — — —
58786
officechbusinessservices-creator
A personal code snippet library for Claude, enabling saving, searching, and man…
— ○ ⏳ — N/A N/A — — —
58787
SergioH12
Enables California housing price predictions, batch scoring, and agent-based ch…
— ○ ⏳ — N/A N/A — — —
58788
bigrock776
A sophisticated MCP server providing advanced memory capabilities with RAG, hal…
— ○ ⏳ — N/A N/A — 95 —
58789
axel-belfort
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
— ○ ⏳ — — — — 81 —
58790
Dr-Deploy
Dr.Deploy Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
— ○ ⏳ — N/A N/A — — —
58791
Lucav21
heu-mcp Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
— ○ ⏳ — N/A N/A — — —
58792
runapi-ai
Enables creating and polling Luma video modification tasks, fetching task statu…
— ○ ⏳ — — — — — —
58793
MacromNex
Enables protein structure prediction using the Chai-1 model via Docker, with to…
— ○ ⏳ — N/A N/A — — —
58794
trendsapi
News sentiment score trends for any topic over time. Free key at trendsapi.ai
— ○ ⏳ — — — — — —
58795
allenzhangyiteng
Boat House Claim
Deploy and share small apps with team login, persistent data, versioned updates…
— ○ ⏳ — — — — — —
58796
QualyHQ
Qualy Claim
AI access to your Qualy payments back office: contacts, payment requests, and s…
— ○ ⏳ — — — — — —
58797
codemonkyu
Provides tools to query and calculate AWS EBS performance metrics from CloudWat…
— ○ ⏳ — — — — 81 —
58798
replyio
Reply.io Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
— ○ ⏳ — N/A N/A — 95 —
58799
ailingqu
apiany-mcp Claim
APIAny MCP server for model discovery, pricing, docs, and integration examples.
— ○ ⏳ — N/A N/A — 83 —
58800
gsccoelho
A Python MCP server that generates complete Vue 3 CRUD structures with Composit…
— ○ ⏳ — N/A N/A — — —
Showing 58751–58800 of 69093 servers