MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17301
guangxiangdebizi
FinanceMCP Claim
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型(如Claude)提供全面的实时金融数据访问能力,…
C 63 55 90 66 0 73 81
17302
bmorphism
Provides comprehensive access to Manifold Markets prediction platform through a…
C 63 55 96 73 0 53 81
17303
swarmclawai
swarmvault Claim
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge ba…
C 63 44 88 0 N/A 83 81
17304
PipedreamHQ
mcp-chat Claim
Examples of using Pipedream's MCP server in your app or AI agent.
C 63 44 54 70 N/A 45 80
17305
zapfetch
An APAC-native web scraping API for AI agents that provides tools for scraping,…
C 63 44 90 0 80 81
17306
huiseo
Rocket.Chat Claim
Manage your Rocket.Chat workspace by browsing channels, messages, and complex d…
C 63 55 100 71 0 52 81
17307
302ai
An MCP server that parses files for Claude Desktop, requiring a 302AI API key f…
C 63 44 33 92 N/A 38 89
17308
metoro-io
Query and interact with kubernetes environments monitored by Metoro
C 63 44 42 61 77 80
17309
aipotheosis-labs
aci Claim
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into …
C 62 53 80 63 0 70 95
17310
gabriel-romero-poza
Synapse Claim
A project-agnostic MCP server that exposes Markdown documentation from a projec…
C 62 44 48 52 N/A 53 95
17311
nickthelegend
bch-mcp Claim
C 62 44 66 62 N/A 35 78
17312
JhiNResH
Trust infrastructure for the agent economy. 4 tools: agent trust scores (18K+ a…
C 62 44 90 0 75 81
17313
kimimgo
viznoir Claim
Cinema-quality science visualization MCP server for CFD/FEA/SPH. 22 tools for r…
C 62 44 90 0 N/A 84 71
17314
ARAS-Workspace
Claude KVM Claim 1
MCP server — control remote desktops via VNC with a native Swift daemon and App…
C 62 53 90 65 0 65 83
17315
highflame-ai
ramparts Claim
mcp & skill scanner that scans any mcp server or skills for indirect attack vec…
C 62 53 90 41 0 79 95
17316
holaboss-ai
holaOS Claim
Your super agent for work: local-first, learn your working context in mins and …
C 62 44 86 0 N/A 80 81
17317
jarecsni
GitLab Operations Claim
Manage GitLab resources including webhooks, CI/CD variables, and protected bran…
C 62 55 94 72 0 56 81
17318
whillhill
mcpstore Claim
开盒即用的优雅管理mcp服务 | 结合Agent框架 | 作者听劝 | 已发布pypi | Vue页面demo
C 62 53 90 51 0 68 95
17319
martinhjartmyr
Sidvy MCP Server Claim 1
Provides AI tools with full access to the Sidvy note-taking API, enabling manag…
C 62 55 100 67 0 47 83
17320
appsai-inc
mcp-server Claim
Build and deploy full-stack Next.js apps with 98 tools for React, AWS, and Mong…
C 62 53 96 68 0 51 83
17321
pomerium
mcp-app-demo Claim
Demo application showcasing how to build and secure MCP servers and clients wit…
C 62 44 58 65 N/A 39 82
17322
quiltdata
Quilt MCP Server Claim
Enables searching, analyzing, and managing data packages in a Quilt data catalo…
C 62 44 84 0 84 81
17323
clduab11
gemini-flow Claim
rUv's Claude-Flow, translated to the new Gemini CLI; transforming it into an au…
C 62 53 90 36 0 87 95
17324
tyson-swetnam
Provides access to EPA's Air Quality System API with 31 tools for querying air …
C 62 55 100 67 0 45 82
17325
nalediym
touch-grass Claim 1
Claude Code plugin and MCP server that nudges you to take outdoor breaks based …
C 62 44 90 0 N/A 75 81
17326
baronsengir007
Solana wallet trust scoring: tier, tx count, balance, liveness.
C 62 55 92 90 0 32 81
17327
callhub
CallHub Claim 1
CallHub MCP is a Python-based tool that allows you to interact with the CallHub…
C 61 44 72 42 48 77
17328
ppcprophet
Amazon Ads MCP Claim 1
Facilitate the management and automation of Amazon Sponsored Ads
C 61 55 90 71 0 55 82
17329
quantamixsol
Graqle Claim
Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.
C 61 44 60 43 N/A 65 77
17330
sstklen
AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mi…
C 61 44 64 37 N/A 62 82
17331
mcpware
instagram-mcp Claim
Instagram MCP server with 23 tools for the Graph API. Manage posts, comments, D…
C 61 44 96 0 75 69
17332
tomtom-international
tomtom-mcp Claim
A Model Context Protocol (MCP) server providing TomTom's location services, sea…
C 61 55 100 40 0 80 81
17333
Tuteliq
mcp Claim
Detect grooming, bullying, fraud, and 16+ online threats across text, voice, im…
C 61 44 84 10 64 80
17334
Fabric-Protocol
Agent-native marketplace. Bootstrap, list inventory, search, negotiate, and tra…
C 61 55 94 70 0 48 80
17335
Fabric-Pro
Fizzy MCP Server Claim
Enables AI assistants to interact with Fizzy project management boards, cards, …
C 61 55 92 72 0 52 81
17336
urldna
mcp Claim
MCP server for automated URL scanning and forensic phishing triage. Captures fu…
C 61 44 66 43 48 81
17337
creator35lwb-web
Multi-Agent AI Validation: X-Z-CS Trinity. All 13 tools FREE. BYOK, UUID tiers.…
C 61 55 96 41 0 82 81
17338
Which-Model
Whichmodel-mcp Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
C 61 44 86 0 72 81
17339
cryptomotifs
8 CIPHER tools — Solana scan, breach check, Jito, FRED, Drift, repo health, mor…
C 61 55 90 0 60 69 81
17340
siliconsociety
FortunaMCP Claim
FortunaMCP is an advanced MCP server dedicated to generating high-quality rando…
C 61 44 62 52 42 83
17341
Krieg2065
Integrates Firecrawl web scraping capabilities including scraping, crawling, se…
C 61 55 96 66 0 50 81
17342
jhliberty
Basecamp MCP Server Claim 1
Enables seamless integration with Basecamp 3 through 46 comprehensive API tools…
C 61 55 96 70 0 43 82
17343
mishrasanjeev
agenticorg Claim
AgenticOrg AI agents + native connectors + 1000+ via Composio. Finance/HR/Marke…
C 60 44 94 0 N/A 57 81
17344
christi4nity
agentcentral Claim
agentcentral is a hosted MCP server for Amazon sellers that connects Claude, Ch…
C 60 55 80 90 0 39 81
17345
wave-av
WAVE MCP Server Claim 1
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
C 60 44 84 0 70 81
17346
paulieb89
UK Property Data Claim
UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yield…
C 60 55 60 0 89 71 81
17347
joinQuantish
Self-hosted MCP server for AI agent trading on Polymarket prediction markets
C 60 55 96 68 0 42 80
17348
BACH-AI-Tools
Recash1 MCP Server Claim
Enables access to the Recash1 API for searching and retrieving product informat…
C 60 44 50 62 45 80
17349
0xArchiveIO
0xarchive-mcp Claim 1
MCP server for querying historical and real-time crypto market data across Hype…
C 60 55 73 75 0 68 82
17350
lucamauri
A custom Model Context Protocol adapter for MediaWiki and WikiBase APIs
C 60 55 96 67 0 40 81
Showing 17301–17350 of 58691 servers
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