MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43351
eery1677-lab
capcut-mcp Claim
An MCP server that enables AI assistants to automate CapCut Pro video editing, …
— ○ ⏳ — — — — — —
43352
lakshyamehta03
MCP server for the Internet Archive's Wayback Machine. Search archived snapshot…
— ○ ⏳ — — — — — —
43353
ktmcp-cli
Enables interaction with the BeezUP Merchant API for reading and writing BeezUP…
— ○ ⏳ — N/A N/A — — —
43354
halfords-pro
Provides precise decimal arithmetic and Excel-style rounding for accounting and…
— ○ ⏳ — N/A N/A — — —
43355
bradygaster
Enables natural language interaction with local .docx files, allowing users to …
— ○ ⏳ — N/A N/A — — —
43356
jungi0531
Enables querying employment rates by sector (agriculture, industry, services) f…
— ○ ⏳ — — — — — —
43357
BigCactusLabs
dead-letter Claim
Convert .eml email exports to Markdown with YAML front matter
— ○ ⏳ — N/A N/A — — —
43358
cofin
litestar-mcp Claim
A Litestar plugin that automatically exposes marked routes as MCP tools and res…
— ○ ⏳ — — — — — —
43359
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
— ○ ⏳ — N/A N/A — 95 —
43360
twkim1122
Enables AI agents to automatically analyze AWS LNA CSV data and generate compet…
— ○ ⏳ — N/A N/A — — —
43361
AllianceGS-Development
Enables Claude to interact with the Centrex CRM & LOS API, providing direct acc…
— ○ ⏳ — N/A N/A — — —
43362
danielgolub
MCP server that enables AI tools to search, read threads, and retrieve latest p…
— ○ ⏳ — N/A N/A — — —
43363
PHONGUIT22
Agent-to-agent (A2A) commerce framework using Nostr NIP-90 and Cashu eCash micr…
— ○ ⏳ — N/A N/A — — —
43364
PPiai
youtube-mcp Claim
MCP server for YouTube Data API v3 enabling video search, channel lookup, trend…
— ○ ⏳ — — — — — —
43365
supertone-inc
High-quality Supertone TTS API: generate speech, search & preview the voice cat…
— ○ ⏳ — — — — — —
43366
kongen-labs
kongen-mcp Claim
Connects MCP clients to Kongen Labs' Pattern Intelligence API for reasoning reg…
— ○ ⏳ — N/A N/A — — —
43367
mwaykole
mcp-rp Claim
Enables AI assistants to interact with ReportPortal, covering launches, test it…
— ○ ⏳ — N/A N/A — — —
43368
Wayy-Research
flour-ads Claim
MCP server for managing ad campaigns across Google Ads, Meta, and more. Enables…
— ○ ⏳ — — — — — —
43369
agiletec-inc
MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST lay…
— ○ ⏳ — — — — — —
43370
Scottpedia0
MCP server for Vertafore AMS360 WSAPI v3 that enables querying clients, policie…
— ○ ⏳ — — — — — —
43371
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
— ○ ⏳ — N/A N/A — — —
43372
Sh1d0w
Fetches webpages with JavaScript rendering, converts HTML to clean Markdown for…
— ○ ⏳ — N/A N/A — — —
43373
CoMfUcIoS
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
— ○ ⏳ — N/A N/A — — —
43374
sam-david
unreal-mcp Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
— ○ ⏳ — N/A N/A — — —
43375
wuxiangege
mcp-hello-py Claim
Greets users in Korean by name, supporting single and multiple recipients.
— ○ ⏳ — — — — — —
43376
deepentropy
Databento MCP Claim 1
A Model Context Protocol server that provides access to Databento's historical …
— ○ ⏳ — — — — 81 —
43377
ThomasJanssen-tech
MCP_Server Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
— ○ ⏳ — — — — — —
43378
NoBanks
mux-mcp Claim
Enables AI agents to interact with Mux video infrastructure, providing tools fo…
— ○ ⏳ — — — — — —
43379
bendza
Jobless MCP Claim
Personalized job search inside Claude. Get ranked job matches based on your act…
— ○ ⏳ — — — — 81 —
43380
PatrickDehkordi
edgar-mcp Claim
Provides AI assistants direct access to SEC EDGAR filing data — financials, fil…
— ○ ⏳ — — — — — —
43381
SubZtep
wrapmcp Claim
Universal MCP server that wraps any CLI tool, enabling AI assistants to run com…
— ○ ⏳ — N/A N/A — — —
43382
oceanromain
Enables remote shell control of Linux and network devices via SSH/Telnet, with …
— ○ ⏳ — — — — — —
43383
AiAgentKarl
Enables natural language access to USDA's FoodData Central database with 1M+ fo…
— ○ ⏳ — — — — — —
43384
sparrowdesk
SparrowDesk Claim
Connect to SparrowDesk using MCP and manage your tickets, knowledge base and mo…
— ○ ⏳ — — — — — —
43385
aby0
A 4-stage reading companion that helps users set reading goals, discover books,…
— ○ ⏳ — N/A N/A — — —
43386
KitDevUA
Analyze any video (local file or URL) into frames + transcript for Claude Code
— ○ ⏳ — N/A N/A — — —
43387
Ansvar-Systems
Query Lithuanian data protection regulations, decisions, and requirements from …
— ○ ⏳ — — — — — —
43388
eCardWidget
Enables AI assistants to interact with an eCardWidget account using a scoped AP…
— ○ ⏳ — — — — — —
43389
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
— ○ ⏳ — — — — — —
43390
CSOAI-ORG
cli-builder-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
43391
AiAgentKarl
Enables AI agents to access comprehensive sports data including football, baske…
— ○ ⏳ — — — — 81 —
43392
KYONY
Enables Claude to interact with Telegram channels and groups through API or web…
— ○ ⏳ — N/A N/A — — —
43393
POP24
LeBonFoin Claim
First MCP for the European hemp & CBD market: real French CBD catalogue, produc…
— ○ ⏳ — — — — — —
43394
SaideLeon
A Model Context Protocol server that searches educational articles from todamat…
— ○ ⏳ — — — — 81 —
43395
Hoopshaker
MCP server for TheHive that enables AI agents to manage cases, alerts, observab…
— ○ ⏳ — — — — — —
43396
Abderraouf-yt
Skill7 Claim
Provides 634+ curated production-ready AI skills for any MCP-compatible client,…
— ○ ⏳ — — — — — —
43397
vishmathpati
AdSense MCP Claim
A Model Context Protocol (MCP) server that gives Claude Desktop direct access t…
— ○ ⏳ — N/A N/A — — —
43398
hyunaeee
higgsMCP Claim
Enables automating AI beauty influencer workflows—character creation, ad produc…
— ○ ⏳ — — — — — —
43399
hongti
MCP server that wraps OpenAI's gpt-image-2 image generation API, enabling image…
— ○ ⏳ — — — — — —
43400
pipeworx-io
Search and query California State Parks open geospatial datasets (parks, trails…
— ○ ⏳ — — — — — —
Showing 43351–43400 of 69313 servers
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