MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40401
HikmetCTK
A powerful MCP server that helps you discover relevant repositories from your o…
— ○ ⏳ — N/A N/A — — —
40402
vredrick
Enables intelligent access to React Native Godot documentation, examples, API r…
— ○ ⏳ — — — — 81 —
40403
financegenius-ai
India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; N…
— ○ ⏳ — — — — — —
40404
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
— ○ ⏳ — — — — 81 —
40405
0xSoftBoi
suwappu Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
— ○ ⏳ — N/A N/A — 83 —
40406
arq0017
A backend server that interacts with the Instagram Graph API to fetch post enga…
— ○ ⏳ — — — — — —
40407
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
— ○ ⏳ — N/A N/A — — —
40408
ChangooLee
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
— ○ ⏳ — — — — — —
40409
m2ai-mcp-servers
A unified MCP server for video generation that intelligently routes requests to…
— ○ ⏳ — — — — — —
40410
matematicsolutions
fr-eli-mcp Claim
MCP server for querying French legislation and case law via the Legifrance API,…
— ○ ⏳ — — — — — —
40411
khadinakbaronline
Scrape messages, extract leads from public Telegram channels. No login required.
— ○ ⏳ — N/A N/A — 95 —
40412
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
— ○ ⏳ — N/A N/A — — —
40413
kovvurisupraj
A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
— ○ ⏳ — N/A N/A — — —
40414
AI-powered Amazon EKS cluster management and troubleshooting
— ○ — N/A N/A — 81 —
40415
pfyyyyyds-glitch
Enables AI assistants to deploy and manage static websites on EdgeOne Pages usi…
— ○ ⏳ — N/A N/A — — —
40416
mlauf-labs
SAGA Claim
Enables AI agents to perform fused hybrid search and reorganize documents, fold…
— ○ ⏳ — — — — — —
40417
songyaeji
Enables searching and retrieving security conference papers from major venues (…
— ○ ⏳ — — — — — —
40418
APIThreshold Claim 1
Quality scoring and progressive gates for AI-generated API tests. Stripe/Twilio…
— ○ — N/A N/A — 61 —
40419
owrede
vault-memory Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
— ○ ⏳ — N/A N/A — — —
40420
matt.ferrante
alkemi-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
40421
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
— ○ ⏳ — N/A N/A — 83 —
40422
elimyliu
Enables AI clients to read and write local infinite canvas data via MCP protoco…
— ○ ⏳ — N/A N/A — — —
40423
iamtemazhe
mcp-gdocs Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
— ○ ⏳ — N/A N/A — — —
40424
Elad-Health
Enables read-only interaction with Azure DevOps Server (on-premises) including …
— ○ ⏳ — N/A N/A — — —
40425
geekjourneyx
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
— ○ ⏳ — N/A N/A — — —
40426
CourtimusPrime
gopher Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
— ○ ⏳ — N/A N/A — — —
40427
colossal-api
subradar Claim
— ○ ⏳ — — — — 81 —
40428
yeominsoo
NVIDIA MCP Claim
Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
— ○ ⏳ — N/A N/A — — —
40429
TOPY-AI-LTD
Founders' AI CPO: product review, feedback triage, decision log, honest A/B tes…
— ○ ⏳ — — — — — —
40430
Cymosoft
Cymosoft Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
— ○ ⏳ — — — — — —
40431
daviiferrer
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
— ○ ⏳ — — — — — —
40432
robertredbox
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
— ○ ⏳ — N/A N/A — 95 —
40433
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
— ○ ⏳ — N/A N/A — 95 —
40434
fundfluent-admin
Access a comprehensive suite of tools and resources to help startups and small …
— ○ ⏳ — N/A N/A — 95 —
40435
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
— ○ ⏳ — N/A N/A — — —
40436
StructureIntelligence
SettleMesh Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
— ○ ⏳ — — — — — —
40437
abhishekmishra06
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
— ○ ⏳ — N/A N/A — — —
40438
BradBissell
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
— ○ ⏳ — N/A N/A — — —
40439
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
— ○ ⏳ — N/A N/A — — —
40440
A0Nexus-bit
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
— ○ ⏳ — N/A N/A — — —
40441 — ○ ⏳ — N/A N/A — 95 —
40442
xenarch
xenarch-mcp Claim 1
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
— ○ ⏳ — — — — 81 —
40443
ferinator
BullRun Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
— ○ ⏳ — — — — — —
40444
fritsferdiansyah38-EOS
simba-mcp Claim
Connects AI assistants to marketing mix models, enabling natural language data …
— ○ ⏳ — N/A N/A — — —
40445
daniel3303
MCP Manager Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
— ○ ⏳ — — — — — —
40446
Refinanceflows
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
— ○ ⏳ — N/A N/A — — —
40447
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
— ○ ⏳ — — — — — —
40448
jalaj-pandey
Enables managing GitHub repositories, files, and user information through MCP, …
— ○ ⏳ — — — — — —
40449
TimeProofLabs
TruthSpine Claim
Every AI chat starts already knowing your project. Needs the TruthSpine app: tr…
— ○ ⏳ — N/A N/A — — —
40450
MakiDevelop
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
— ○ ⏳ — N/A N/A — — —
Showing 40401–40450 of 69365 servers
« Prev 1 … 807 808 809 810 811 … 1388 Next »