MCP Server Quality Scores

Independent quality analysis of 60196 public MCP servers

60196
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60051
vbhjckfd
lad-lviv-ua Claim
Lviv (Ukraine) public transport MCP server — live arrivals, vehicle positions, …
60052
pasteai
PasteAI Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
60053
LokiMCPUniverse
A Model Context Protocol (MCP) server that exposes the Rancher Manager v2.x API…
60054
VrtxOmega
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
N/A N/A
60055
InfraMCP
Enables AI agents to securely manage and execute commands on remote Windows ser…
N/A N/A
60056
raihan0824
Provides access to Prometheus metrics and queries, allowing AI assistants to ex…
60057
axiosdevs
Give your AI agent a wallet on AgentsCoin: create wallet, mine AGENT, check bal…
N/A N/A
60058
alexanderop
Enables querying Plausible Analytics data for website statistics, traffic, enga…
60059
G5317
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
60060
deuxksy
Integrates with Steam Web API to enable querying user profiles, game libraries,…
60061
alexruco
caveman-mcp Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
N/A N/A
60062
Baptiste4321
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
N/A N/A
60063
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
N/A N/A
60064
harshitAgr
codabench-mcp Claim 1
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
N/A N/A 83
60065
xiayangqun
A stdio MCP server that enables agents without native vision to ask an OpenAI-c…
N/A N/A
60066
dhipskind253
mssql-mcp Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
60067
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
60068
mingtian6000
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
60069
joepangallo
Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.
N/A N/A 95
60070
isdmx
Converts Markdown text into interactive mind maps, supporting export as PNG, JP…
N/A N/A
60071
theYahia
Wildberries Seller API MCP server providing 15 tools for managing products, pri…
60072
steven0lisa
A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…
60073
lauragift21
Provides real-time Dutch Railways (NS) data for journey planning, live departur…
60074
cdpath
MCP server that enables integration of the ChatGPT macOS app with MCP clients l…
N/A N/A
60075
mmerah
PolarionMcp Claim
A CLI-first Polarion ALM client with MCP server support for AI assistants, enab…
60076
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
N/A N/A
60077
oliverames
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
60078
djfunboy
Joint Chiefs Claim
Multi-model AI code review with structured debate. OpenAI, Gemini, Grok, and Cl…
N/A N/A
60079
forge-treasury
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
60080
key
Real-time cryptocurrency news, analysis, and price predictions for AI agents vi…
81
60081
gabrielmahia
afya-mcp Claim
MCP server for Kenya health system — NHIF/SHA coverage, facility finder, commun…
N/A N/A
60082
chris
smitheryfy Claim
N/A N/A 95
60083
rocnubie
Exposes the canonical 7-0 knowledge surface — game modes, roster picks, and sce…
60084
DrEjazAhmed
14 utility tools via the PublicSoftTools API: QR code generation, PDF compress/…
60085
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
60086
gautamdsrc
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
N/A N/A
60087
Hari842-ai
Controls any WordPress site via natural language, offering tools for site healt…
60088
ham-zax
Satori Claim
Agent-safe code retrieval MCP server that indexes repositories and provides sem…
81
60089
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
60090
cyberbobjr
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
60091
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
60092 N/A N/A 95
60093
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
60094
anymailfinder
mcp-server Claim 1
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
N/A N/A 83
60095 N/A N/A 95
60096
ShunkiOgino
ask-ogino Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
60097
ChainBench
Live, reproducible crypto infrastructure benchmarks for AI agents: RPC latency,…
60098
gabrielmahia
nyumba-mcp Claim
MCP server for Kenya housing — rental market guide, tenant rights, building per…
N/A N/A
60099
renewly-dev
Renewly Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
60100
CSOAI-ORG
env-manager-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 60051–60100 of 60196 servers