MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67451
ucodia
An MCP server that gives AI agents eyes and a robotic arm to compose and iterat…
— ○ ⏳ — N/A N/A — — —
67452
sanjibani
hawksoft-mcp Claim
Enables natural language interaction with HawkSoft insurance agency management …
— ○ ⏳ — — — — — —
67453
NerdSnipe-Inc
Enables AI agents to interact with Lofty CRM via natural language, providing 12…
— ○ ⏳ — — — — — —
67454
aryanrangapur
Guardian Ops Claim
Enables network vulnerability scanning and CVE detection through an AI assistan…
— ○ ⏳ — N/A N/A — — —
67455
torinvdb
kanka-mcp Claim
Enables MCP-compatible agents to authenticate to a Kanka account and interact w…
— ○ ⏳ — — — — — —
67456
KobiHaz
An MCP server that connects to Telegram as your real user account and exposes r…
— ○ ⏳ — N/A N/A — — —
67457
C9Boom7
Guides correct disposal methods for confusing household waste items. Provides t…
— ○ ⏳ — — — — — —
67458
buvaneswaraneb
A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
— ○ ⏳ — N/A N/A — — —
67459
olegprivate
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis and investment researc…
— ○ ⏳ — — — — 81 —
67460
dimitrilaouanis
onyx-mcp Claim
— ○ ⏳ — — — — 81 —
67461
Universal MCP server for local filesystem skills with lazy loading and context-…
— ○ — N/A N/A — 81 —
67462
joelong01
Enables AI assistants to generate sequence diagrams from textual descriptions u…
— ○ ⏳ — N/A N/A — — —
67463
us-all
A read-only MCP server that exposes dbt project artifacts and data quality resu…
— ○ ⏳ — N/A N/A — — —
67464
FerhatDundar
MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.
— ○ ⏳ — N/A N/A — — —
67465
hlavrencic
MCP server for Portainer REST API that enables AI assistants to manage Docker c…
— ○ ⏳ — — — — — —
67466
nimbly-dev
Bridges agentic coding tools and live Java runtime behavior through a lightweig…
— ○ ⏳ — N/A N/A — — —
67467
underground-district
A curated selections of tools and writing from the Underground Cultural Distric…
— ○ ⏳ — — — — 81 —
67468
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
— ○ ⏳ — — — — 81 —
67469
mchosc
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
— ○ ⏳ — N/A N/A — — —
67470
GongRzhe
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
— ○ ⏳ — N/A N/A — — —
67471
Neksi11
Provides AI-powered, context-aware development guidance with tools for coding r…
— ○ ⏳ — N/A N/A — — —
67472
zarelli1
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
— ○ ⏳ — — — — 81 —
67473
BACH-AI-Tools
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
— ○ ⏳ — N/A N/A — — —
67474
AiAgentKarl
Provides AI agents with access to US patent data through 16 tools for search, c…
— ○ ⏳ — — — — — —
67475
negillett
AllocContext Claim
Portfolio-aware crypto context for AI agents. Discover holdings, market, sentim…
— ○ ⏳ — — — — — —
67476
mattshu0410
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
— ○ ⏳ — N/A N/A — 95 —
67477
Kouki-odaka
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
— ○ ⏳ — — — — — —
67478
whathebronte
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
— ○ ⏳ — — — — — —
67479
CraftyFormsMCP Claim 1
Create and manage forms, collect submissions — a headless form builder powered …
— ○ — N/A N/A — 81 —
67480
niksa-KH
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
— ○ ⏳ — — — — — —
67481
kh0pper
Crow Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
— ○ ⏳ — — — — — —
67482
arbazpathan91
A Model Context Protocol (MCP) server that lets any AI model create standardise…
— ○ ⏳ — — — — — —
67483
tkn-works
Enables management of App Store Connect operations such as listing apps, managi…
— ○ ⏳ — — — — — —
67484
julianobarbosa
Analyzes Azure cloud costs, audits for waste, and provides budget insights via …
— ○ ⏳ — N/A N/A — — —
67485
c200bzh
Provides read-only access to company GitHub repositories, enabling code search,…
— ○ ⏳ — N/A N/A — 95 —
67486
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
— ○ ⏳ — — — — 81 —
67487
lkiesow
Provides web search and page fetching capabilities using Ollama's API.
— ○ ⏳ — — — — — —
67488
framethrower-ai
FrameThrower Claim
Film stills from 5,489 films, searchable by lighting, lens character, shot size…
— ○ ⏳ — — — — — —
67489
riya404
jira_just_ai Claim
— ○ ⏳ — N/A N/A — 95 —
67490
CSOAI-ORG
invoice-generator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67491
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
— ○ ⏳ — — — — 81 —
67492
storypixel
An AI-native Taskwarrior bridge that provides natural language task management …
— ○ ⏳ — N/A N/A — — —
67493
Fowerld
MCP server for screen recording and screenshots, bridging Claude Code with Chro…
— ○ ⏳ — N/A N/A — — —
67494
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
— ○ ⏳ — N/A N/A — 95 —
67495
piplin-es
Provides a persistent Python REPL session as a tool for executing code, managin…
— ○ ⏳ — N/A N/A — — —
67496
opencolin
An MCP server enabling AI agents to interact with the 0G blockchain, including …
— ○ ⏳ — — — — — —
67497
ocbenji
Lightning-paid (L402) Bitcoin mempool intelligence + sovereign on-prem AI infer…
— ○ ⏳ — — — — — —
67498
middlebrick
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
— ○ ⏳ — — — — 81 —
67499
escapeboy
FleetQ Claim
**AI Agent Mission Control** — orchestrate AI agents, experiments, workflows, c…
— ○ ⏳ — — — — 81 —
67500
nahdd123uosackr
nahdd123 Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 67451–67500 of 68965 servers