MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64251
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
— ○ ⏳ — N/A N/A — — —
64252
denizguzeloglu
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
— ○ ⏳ — — — — — —
64253
ctxinf
Enables key-value storage operations using multiple backends (memory, filesyste…
— ○ ⏳ — — — — — —
64254
Sergey-Bl
testrail-mcp Claim 1
An MCP server for TestRail that prepares everything needed to generate test cas…
— ○ ⏳ — — — — 81 —
64255
rejifald
Search and read the StitchAPI docs: search_docs finds relevant sections, get_do…
— ○ ⏳ — — — — — —
64256
beck Claim 1
Project management for coding agents: record the approved plan, work the tasks,…
— ○ — N/A N/A — 69 —
64257
rohanbimal2-max
Remote MCP server that enables Claude AI to extract transcripts from YouTube vi…
— ○ ⏳ — — — — — —
64258
the33warehouse-tech
The first MCP server for the wafle commerce platform. It enables Claude, agents…
— ○ ⏳ — — — — — —
64259
bzhzion
hae-mcp Claim
MCP server for hae — a GTD-based task management app. Gives Claude full access …
— ○ ⏳ — — — — — —
64260
ketema
tmux-shell Claim
Enables AI agents to read tmux pane content on-demand, providing context-aware …
— ○ ⏳ — N/A N/A — — —
64261
abhishekmprovoke
Enables AI-powered mobile app testing and automation through Appium, using Azur…
— ○ ⏳ — — — — 81 —
64262
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
— ○ ⏳ — — — — — —
64263
0xka13b
Microsoft SharePoint MCP server — access sites, lists, and documents through Mi…
— ○ ⏳ — N/A N/A — — —
64264
fxckcode
Comprehensive MCP server for Project COR, a project management platform, exposi…
— ○ ⏳ — — — — — —
64265
yixiaowang2001
Enables AI agents to fetch and browse NGA game forum content, including posts, …
— ○ ⏳ — N/A N/A — — —
64266
nivaya
chron Claim
Timestamped audit log for every AI conversation — stored locally in SQLite, own…
— ○ ⏳ — N/A N/A — — —
64267
Is an Australian rent fair? ABS rents index check, plus sourced property and le…
— ○ — N/A N/A — 81 —
64268
raviteja-pegata
PolicyPulse connects your AI assistant directly to your Kubernetes policy engin…
— ○ ⏳ — — — — — —
64269
maxswjeon
psql-mcp Claim
A hardened, read-only Postgres MCP server that enables LLMs to safely query dat…
— ○ ⏳ — N/A N/A — — —
64270
billingengine
Create invoices and customers and record payments in BillingEngine from any MCP…
— ○ ⏳ — N/A N/A — — —
64271
delmas41
Render music notation (SVG/MusicXML/MIDI) + theory search. Free tool from the G…
— ○ ⏳ — N/A N/A — 95 —
64272
promobase
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
— ○ ⏳ — — — — — —
64273
pdfgate
mcp-server Claim
MCP server for the PDFGate API. Generate PDFs, manage documents and handle e-si…
— ○ ⏳ — — — — — —
64274
One-MCP
Multi MCP Claim
An MCP server that proxies multiple MCP servers, allowing you to configure and …
— ○ ⏳ — N/A N/A — — —
64275
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
— ○ ⏳ — — — — — —
64276
iamadk
Manage your GitHub repositories effortlessly. Create, update, and search for fi…
— ○ ⏳ — N/A N/A — 95 —
64277
TobiasArg
Provides safe local file operations through MCP, including reading, writing, se…
— ○ ⏳ — N/A N/A — — —
64278
odds-api-io
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
— ○ ⏳ — — — — — —
64279
caron14
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
— ○ ⏳ — — — — — —
64280
kakel
lemonado-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
64281
mlava
Agent Ready Claim
Agent Ready is an AI agent readability scanner — point it at any public URL and…
— ○ ⏳ — — — — 81 —
64282
africanmarketos591
Relational-readiness and market-permission tools for African and high-context m…
— ○ ⏳ — — — — — —
64283
n0s1-mcp Claim 1
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitH…
— ○ — N/A N/A — 69 —
64284
UMBRAXON
Read-only MCP server bridging the public UMBRAXON KYA-Hub HTTP API. Exposes too…
— ○ ⏳ — N/A N/A — — —
64285
Kaanthan24
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
— ○ ⏳ — — — — — —
64286
cyanheads
Search and query government open-data portals via the Socrata SODA 2.1 and Disc…
— ○ ⏳ — N/A N/A — — —
64287
KyaniteLabs
mcp-video Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
— ○ ⏳ — N/A N/A — — —
64288
scrapedatshi
Enables scraping, crawling, structured data extraction, and vector DB synchroni…
— ○ ⏳ — — — — 81 —
64289
ciulla
A local MCP server that indexes codebases using Tree-sitter AST parsing and Lan…
— ○ ⏳ — N/A N/A — — —
64290
dragonejt
MCP Server for Apache Iceberg, enabling users to read, query, and manipulate da…
— ○ ⏳ — — — — 81 —
64291
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
— ○ ⏳ — — — — 81 —
64292
catfish-1234
sessionmem Claim
Local-first memory layer for AI coding assistants. Watches your coding sessions…
— ○ ⏳ — N/A N/A — — —
64293
AI financial agent: due diligence, SEC 10-K, Kelly Criterion. Pay-per-call via …
— ○ — N/A N/A — 81 —
64294
trebu-org
Roxels Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
— ○ ⏳ — N/A N/A — 83 —
64295
fieldcure
rag Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
— ○ ⏳ — N/A N/A — — —
64296
davidmosiah
Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/…
— ○ ⏳ — — — — — —
64297
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
— ○ ⏳ — N/A N/A — 95 —
64298
g-digital-by-Garrigues
gocertius Claim 2
GoCertius MCP — certified evidence, dossiers, notifications and chats from EAD …
— ○ ⏳ — N/A N/A — 67 —
64299
Archivarix-com
Search archived YouTube videos including deleted, private, or region-blocked co…
— ○ ⏳ — N/A N/A — 83 —
64300
andychoi
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
— ○ ⏳ — — — — 81 —
Showing 64251–64300 of 69027 servers