MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58601
untitledfinancial
Alternative-asset education for retail investors: deep-dive tracks, calculators…
— ○ ⏳ — — — — — —
58602
xnetcat
rs232-mcp Claim
Enables AI assistants to interact with Cisco routers and switches over serial c…
— ○ ⏳ — N/A N/A — — —
58603
Kadenzo
kadenzo-mcp Claim
Schedule, manage, generate, and analyze social posts across 11 networks (Instag…
— ○ ⏳ — — — — — —
58604
taytrom
AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
— ○ ⏳ — N/A N/A — 95 —
58605
Aavishkar-Kolte
Enables AI-powered music production by integrating with REAPER DAW via MCP prot…
— ○ ⏳ — N/A N/A — — —
58606
traffiy
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
— ○ ⏳ — — — — — —
58607
martinsmitcom
AI laws from 110+ countries, enforcement actions and a 3,900-term glossary. Fre…
— ○ ⏳ — — — — — —
58608
junter1989k-ai
Italy payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
— ○ ⏳ — — — — — —
58609
emaratHossain
MCP server for interacting with the Eventin booking system, enabling natural la…
— ○ ⏳ — N/A N/A — — —
58610
matthewwilliams949-ops
nakodo Claim
Warm introductions to the right builder, matched privately on your work. Double…
— ○ ⏳ — N/A N/A — — —
58611
forgemeshlabs
imagegen-mcp Claim
AI image generation MCP — generate, bg removal, 4x upscale, or full pro pipelin…
— ○ ⏳ — N/A N/A — — —
58612
owen-nash
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
— ○ ⏳ — — — — — —
58613 — ○ ⏳ — N/A N/A — 95 —
58614
people-analyst
Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability…
— ○ ⏳ — — — — — —
58615
clemensjl
agentfenster Claim
Windows GUI automation on a hidden second desktop, driven from Claude Code over…
— ○ ⏳ — N/A N/A — — —
58616
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
— ○ ⏳ — — — — 81 —
58617
hashgrid-labs
Search that learns from feedback, over text and images: embeds locally, sends D…
— ○ ⏳ — N/A N/A — — —
58618
toshif1234
Enables live read-only queries against SAP EWM CDS views and standalone invento…
— ○ ⏳ — — — — — —
58619
HalbonLabs
Provides comprehensive code quality tools including linting, security scanning,…
— ○ ⏳ — — — — 81 —
58620
Baneado98
Audits your package-lock.json for supply-chain attacks before install. Cross-ch…
— ○ ⏳ — — — — — —
58621
pauleandersonn
mcp-n8n Claim
An MCP server for N8N that allows users to build, manage, and execute workflows…
— ○ ⏳ — N/A N/A — — —
58622
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
— ○ ⏳ — N/A N/A — — —
58623
axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
— ○ ⏳ — N/A N/A — — —
58624
Pawansingh3889
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
— ○ ⏳ — N/A N/A — 95 —
58625 — ○ ⏳ — N/A N/A — 95 —
58626
BowTiedSwan
Enables local MCP clients to interact with xAI Grok through OAuth PKCE, support…
— ○ ⏳ — N/A N/A — — —
58627
AlexFloyd13
Clevername Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
— ○ ⏳ — N/A N/A — 78 —
58628
thesma-dev
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
— ○ ⏳ — N/A N/A — — —
58629
jmagar
Unraid RMCP Claim
Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workfl…
— ○ ⏳ — N/A N/A — — —
58630
conorbronsdon
Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
— ○ ⏳ — N/A N/A — — —
58631
garbvalley
A modular MCP server integrating Jira and GitHub to automate developer workflow…
— ○ ⏳ — N/A N/A — — —
58632
marcossei22
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
— ○ ⏳ — — — — 81 —
58633
joepangallo
Scan websites for security vulnerabilities, headers, TLS, and email security.
— ○ ⏳ — N/A N/A — 95 —
58634
apiiro Claim 1
Ship software securely with an AI AppSec Agent
— ○ — N/A N/A — 81 —
58635
sky-in-code
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
— ○ ⏳ — N/A N/A — — —
58636
sonofakel
raggy-mcp Claim
Provides centralized, persistent memory and knowledge graph for AI agents via R…
— ○ ⏳ — N/A N/A — — —
58637
Young-Keun-LEE
Provides real-time access to the latest announcements and notices from Myongji …
— ○ ⏳ — — — — 81 —
58638
gocallum
A production-ready MCP server with OAuth 2.1 authentication, enabling authentic…
— ○ ⏳ — — — — — —
58639
TheRealDataBoss
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
— ○ ⏳ — N/A N/A — 95 —
58640
Nisarg-Shah2302
Enables managing daily change logs with automatic formatting, intelligent monit…
— ○ ⏳ — N/A N/A — — —
58641
w4sspr
Query UK charity data via MCP, including charity details, financial history, tr…
— ○ ⏳ — N/A N/A — — —
58642
DeepAgentLabs
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
— ○ ⏳ — N/A N/A — — —
58643
wiklob
A self-hosted MCP server for Linear that reduces response sizes by field-select…
— ○ ⏳ — — — — — —
58644
Adityas7netapp
A Model Context Protocol server that provides AI-grounded Bing search capabilit…
— ○ ⏳ — — — — 81 —
58645
TXRISK
txrisk-tools Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
— ○ ⏳ — — — — 81 —
58646
M4GNV5
Enables AI agents to edit and serve a static website via natural language, prov…
— ○ ⏳ — — — — — —
58647
surbhimotghare
MCP-Server Claim
Enables web search via Tavily API and URL shortening with custom aliases and fa…
— ○ ⏳ — — — — — —
58648
Amico1285
kaiten-mcp Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
— ○ ⏳ — — — — — —
58649
MCP-Mirror
Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs…
— ○ ⏳ — — — — 81 —
58650
kylecui
NetForensicMCP Claim 1
An MCP server for offline network forensic analysis and threat intelligence, en…
— ○ ⏳ — N/A N/A — 95 —
Showing 58601–58650 of 69093 servers