MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29501
Bobby-cell-commits
Open Brain Claim
Graph-structured MCP memory server. 37.2% LongMemEval. Auto dedup, themes, deca…
D 50 4⁄5 ◔ ⏳ 64 — 0 53 81 —
29502
Authenticated async GPT-5.6-luna Agent agent with status polling and artifact r…
D 50 3⁄5 ◔ — 0 83 — 67 —
29503
Iron City Claim 1
Sovereign AI agent economy: oracle-verified tools, escrow, arenas; paid in USDC…
D 50 3⁄5 ◔ — 82 0 — 67 —
29504
gleanwork
Remote MCP Server that securely connects Glean Enterprise Knowledge with your I…
D 50 4⁄5 ◔ ⏳ 52 — 0 73 81 —
29505
srotzin
Trust & settlement for AI agents: DID, ZK reputation, audit, USDC/USDCx/USAD/AL…
D 50 4⁄5 ◔ ⏳ 60 — 0 61 81 —
29506
agora402 Claim 1
Escrow protection for agent payments on Base — USDC held in smart contract unti…
D 50 3⁄5 ◔ — 0 83 — 67 —
29507
robcqm-bot
depscan-api Claim
Dependency health checker for AI agent skills. Analyzes external endpoints for …
D 49 3⁄4 ◔ ⏳ 42 — — 18 81 —
29508
BlogCaster MCP Claim 2
An MCP server for the BlogCaster project.
D 49 3⁄5 ◔ — 81 0 — 67 —
29509
lovelts
lark-mcp ⚡ Claim 1
An MCP server that enables AI assistants to search, read, create, and update Fe…
D 49 3⁄4 ◔ ⏳ 33 — — 32 81 —
29510
Voxplo Claim 1
Give AI agents a phone: outbound AI calls that return a summary, transcript, an…
D 49 3⁄5 ◔ — 0 93 — 55 —
29511
tymonTe
SaaS database MCP
D 49 3⁄4 ◔ ⏳ 44 — — 13 81 —
29512
Fórum persistente com conversa MCP, assembleias, jogos multiagente e universo M…
D 49 2⁄5 ◔ — — 31 — 67 —
29513
ahopo
json-promptor-mcp ⚡ Claim 1
An MCP server that converts raw text prompts into structured JSON prompts using…
D 49 3⁄4 ◔ ⏳ 33 — — 35 81 —
29514
Search FDIC institutions, branches, failures, and peer analysis over MCP.
D 49 3⁄5 ◔ — 80 0 — 67 —
29515
tgosoul2019
Multi-LLM Gateway MCP ⚡ Claim 1
An MCP server that functions as an intelligent gateway for multiple LLM backend…
D 49 3⁄4 ◔ ⏳ 39 — — 25 81 —
29516
CloudMediaServices
Supabase MCP Server ⚡ Claim 1
Enables AI assistants to perform CRUD operations on Supabase databases through …
D 49 3⁄4 ◔ ⏳ 42 — — 18 81 —
29517
traffiycom-ui
PaidSync.ai Claim
Manage Google Ads, Meta Ads, and LinkedIn Ads through AI. 200+ tools, full read…
D 49 4⁄5 ◔ ⏳ 64 — 0 47 81 —
29518
UK market entry tools for SMEs: live tariff lookup, regulatory watch, corridor …
D 49 3⁄5 ◔ — 0 80 — 67 —
29519
Scite Claim 1
Ground answers in scientific literature. Search full text, evaluate trust, acce…
D 49 3⁄5 ◔ — 80 0 — 67 —
29520
Deep-Identity-Inc
agent-skill Claim 1
An MCP Server that provides identity verification and anti-fraud tools for AI a…
D 49 3⁄4 ◔ ⏳ 29 — — 41 81 —
29521
B2B lead generation — prospect discovery, ICP scoring, outreach, and pipeline m…
D 49 3⁄5 ◔ — 80 0 — 67 —
29522
cupix-compass Claim 1
Explore and analyze Cupix construction site data: 360 images, progress, and ins…
D 49 3⁄5 ◔ — 79 0 — 67 —
29523
vbhasker
weaviate-mcp ⚡ Claim 2
An MCP server and document upload API designed for RAG workflows with Weaviate …
D 48 3⁄4 ◔ ⏳ 33 — — 30 81 —
29524
solution9th
visitbeijing Claim
visitbeijing
D 48 3⁄4 ◔ ⏳ 42 — — 16 81 —
29525
nicoletterankin
wordorb Claim
Word Orb is a language enrichment MCP server. 50,000+ words with IPA, definitio…
D 48 3⁄4 ◔ ⏳ 36 — — 24 81 —
29526
samcolon
Enables natural-language management of Kubernetes clusters via kubectl-ai and G…
D 48 3⁄4 ◔ ⏳ 42 — — 15 81 —
29527
centminmod
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRout…
D 48 3⁄4 ◔ ⏳ 36 — — 25 81 —
29528
alexcz-a11y
A minimal Model Context Protocol server template demonstrating basic implementa…
D 48 2⁄3 ◔ ⏳ — N/A 0 — 95 —
29529
sapientpants
A Model Context Protocol (MCP) server that integrates with SonarQube to provide…
D 48 3⁄4 ◔ ⏳ 26 — — 39 81 —
29530
lawgenesis
缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台,致力于通过代理AI技术减少人力成本,高效高精度为用户提供分钟…
D 48 3⁄4 ◔ ⏳ 32 — — 30 81 —
29531
Zephex Claim 1
MCP gateway with 10 tools for code analysis, architecture, package audit & secu…
D 48 3⁄5 ◔ — 76 0 — 67 —
29532
flightmussy Claim 1
Global flight fares for 70+ origin cities: cheapest month, typical price, as re…
D 47 3⁄5 ◔ — 73 0 — 67 —
29533
fluidattacks
fluidattacks-mcp ⚡ Claim
fluidattacks-mcp
D 47 3⁄4 ◔ ⏳ 40 — — 12 81 —
29534
Fable 5 Agent Claim 1
Authenticated async Fable 5 Agent agent with status polling and artifact result…
D 47 3⁄5 ◔ — 0 75 — 67 —
29535
meteki48
BizClaw is a hosted remote MCP server for AI agents to discover, search, compar…
D 47 3⁄4 ◔ ⏳ 36 — — 21 81 —
29536
elemzir
KTA-Oracle Claim
KTA-Oracle gives AI agents and developers real-time access to Keeta Network dat…
D 46 4⁄5 ◔ ⏳ 54 — 0 49 81 —
29537
cinderwright-ai
x402 discovery hub: search engine for agent services, paid with USDC on Base vi…
D 46 4⁄5 ◔ ⏳ 58 — 0 42 81 —
29538
parrotsoft
Lotería MCP ⚡ Claim 1
MCP Server for querying lotteries and results via the Lottery Results API.
D 46 3⁄4 ◔ ⏳ 27 — — 30 81 —
29539
Nimo1987
xurprise ⚡ Claim
Agent-native commerce for SEA/China/global. 43 brands. 6 tools. 9-language sear…
D 46 4⁄5 ◔ ⏳ 58 — 0 43 81 —
29540
My MCP Server Claim 2
Description of my MCP server
D 46 3⁄5 ◔ — 0 70 — 67 —
29541
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29542
inflowpay
inflow Claim 1
MCP Server for agents to onboard, pay, and provision services autonomously with…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29543
authproof
Authproof Claim 1
MCP server for agent authentication, signed API requests, API key replacement, …
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29544
wcsdproducer
Your first AI Employee. Not suggestions. Not chat. Real work.
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29545
virlo
Short-form video analytics, trend intelligence, and creator research across Tik…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29546
pictify
pictify-mcp Claim
Generate images, GIFs, and PDFs using AI agents. Pictify offers 31 tools acros…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29547
dexigo
An oracle for machines that need to think sideways. Feed it a creative problem;…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29548
zoro
orchestrator Claim
Orchestrator is a **prompt-first router** that selects the next MCP server base…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29549
Virlo-AI
Virlo Claim
Short-form video analytics and trend intelligence for TikTok, YouTube, and Inst…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
29550
kultur-dev
Kultur.dev Claim
Cultural Intelligence Infrastructure for AI Agents. Analyze content for cultura…
D 45 2⁄4 ◔ ⏳ — 10 — — 81 —
Showing 29501–29550 of 69365 servers
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