MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44651
iamtemazhe
mcp-gdocs Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
— ○ ⏳ — N/A N/A — — —
44652
owrede
vault-memory Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
— ○ ⏳ — N/A N/A — — —
44653
elimyliu
Enables AI clients to read and write local infinite canvas data via MCP protoco…
— ○ ⏳ — N/A N/A — — —
44654
Elad-Health
Enables read-only interaction with Azure DevOps Server (on-premises) including …
— ○ ⏳ — N/A N/A — — —
44655
colossal-api
subradar Claim
— ○ ⏳ — — — — 81 —
44656
Garl-Protocol
agent-trust Claim
Tamper-evident action receipts, trust scoring & capability tokens for AI agents…
— ○ ⏳ — N/A N/A — — —
44657
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
— ○ ⏳ — N/A N/A — 95 —
44658
abhishekmishra06
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
— ○ ⏳ — N/A N/A — — —
44659
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
— ○ ⏳ — — — — — —
44660
Refinanceflows
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
— ○ ⏳ — N/A N/A — — —
44661
ferinator
BullRun Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
— ○ ⏳ — — — — — —
44662
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
— ○ ⏳ — — — — — —
44663
fritsferdiansyah38-EOS
simba-mcp Claim
Connects AI assistants to marketing mix models, enabling natural language data …
— ○ ⏳ — N/A N/A — — —
44664
AnujF1005
A Windows MCP server that enables AI agents to capture screenshots of open wind…
— ○ ⏳ — — — — — —
44665
rabwill
substack-mcp Claim
Remote MCP server that provides tools to read a Substack user's notes and recen…
— ○ ⏳ — — — — — —
44666
VictorC55
MCP Demo Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
— ○ ⏳ — — — — — —
44667
CSOAI-ORG
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
— ○ ⏳ — N/A N/A — — —
44668
retospect
sortie-mcp Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
— ○ ⏳ — — — — — —
44669
vinkius-labs
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
— ○ ⏳ — — — — — —
44670
WriftAI
test Claim
This is a testing server up for WriftAI.
— ○ ⏳ — — — — 81 —
44671
neekmode
DRIFT-MCP Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
— ○ ⏳ — — — — — —
44672
draekien-industries
membank Claim
LLM memory management system that stores corrections, preferences, decisions, a…
— ○ ⏳ — N/A N/A — — —
44673
mbe24
yokozuna-mcp Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
— ○ ⏳ — N/A N/A — — —
44674
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
— ○ ⏳ — N/A N/A — — —
44675
Diversus23
1C MCP Proxy Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
— ○ ⏳ — — — — — —
44676
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
— ○ ⏳ — N/A N/A — — —
44677
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
— ○ ⏳ — — — — — —
44678
cbellbell-spin
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
— ○ ⏳ — N/A N/A — — —
44679
fortifiedai
Provides live SEC filing events including resolved activist stakes (13D) and ty…
— ○ ⏳ — N/A N/A — — —
44680
fieldviolence
MCP server for querying and optionally trading across prediction markets (Polym…
— ○ ⏳ — — — — — —
44681
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
— ○ ⏳ — N/A N/A — — —
44682
wecandeo
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
— ○ ⏳ — — — — — —
44683
jiaxiongjiang913-boop
demeter-mcp Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
— ○ ⏳ — N/A N/A — — —
44684
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
— ○ ⏳ — — — — — —
44685
wasim-development
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
— ○ ⏳ — N/A N/A — — —
44686
ericroliver
tinytask Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
— ○ ⏳ — — — — — —
44687
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
— ○ ⏳ — — — — — —
44688
Ahmedelmonady
Unified MCP server for Gameball's documentation and API integration, enabling d…
— ○ ⏳ — N/A N/A — — —
44689
playbattlegrid
Enables AI agents to play crypto prediction games on BattleGrid by managing acc…
— ○ ⏳ — — — — — —
44690
zhaopeng309
An MCP server for Zi Wei Dou Shu (Purple Star Astrology) that enables users to …
— ○ ⏳ — N/A N/A — — —
44691
orcalayer
Enables smart-money whale and market analytics for Polymarket, including leader…
— ○ ⏳ — — — — — —
44692
cmanohar
mcp-edgar Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
— ○ ⏳ — — — — — —
44693
r4m
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
44694
stagproject
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
— ○ ⏳ — — — — — —
44695
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
— ○ ⏳ — N/A N/A — — —
44696
sveselaj
Nervora Claim
A secure MCP gateway for enterprise AI tool execution, enabling governed invoca…
— ○ ⏳ — — — — — —
44697
chetparker
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
— ○ ⏳ — N/A N/A — 95 —
44698
ziptax
Real-time US and Canadian sales tax and use tax rates by address or geographic …
— ○ ⏳ — — — — 81 —
44699
WingmanProtocol-Agent-Gateway
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
— ○ ⏳ — — — — — —
44700
tianhao909
An MCP server that provides access to Overleaf projects via Git integration, en…
— ○ ⏳ — N/A N/A — 95 —
Showing 44651–44700 of 69261 servers
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