MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62551
pengpongpang
An implementation that connects to locally running Anki, enabling card review a…
— ○ ⏳ — N/A N/A — 95 —
62552
miles990
Provides persistent memory, skill tracking, failure indexing, and context shari…
— ○ ⏳ — N/A N/A — — —
62553
Alemusica
Enables AI agents to read and manipulate visual UI designs drawn on a canvas, t…
— ○ ⏳ — N/A N/A — — —
62554
MCP-Mirror
Enables AI models to retrieve user geolocation information through EdgeOne Page…
— ○ ⏳ — — — — 81 —
62555
shuji-bonji
MCP server for IFC4.3 specification reference — search and retrieve IFC entity …
— ○ ⏳ — — — — — —
62556
adesandro
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — — — — — —
62557
humi-digital
MCP server for integrating AI agents with the Plane project management platform…
— ○ ⏳ — — — — — —
62558
harelrech
c2pa-mcp Claim
Verifies C2PA Content Credentials for local files or URLs and returns an LLM-re…
— ○ ⏳ — N/A N/A — — —
62559
walidboulanouar
n8n-mcphj Claim
— ○ ⏳ — N/A N/A — 95 —
62560
amonstack
gitea-mcp Claim
MCP server for managing Gitea repositories via the Gitea API, enabling operatio…
— ○ ⏳ — — — — — —
62561
Raindancer118
Integrates Google Gemini's capabilities—including search-grounding, image/video…
— ○ ⏳ — — — — — —
62562
davidmosiah
Unofficial Google Ads MCP for campaigns, keywords, budgets, reports and gated m…
— ○ ⏳ — N/A N/A — — —
62563
Rehui-2006
aria2-agent Claim
A download tool for AI agents that wraps aria2 with safety rules and MCP server…
— ○ ⏳ — N/A N/A — — —
62564
Tomi2k
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
— ○ ⏳ — — — — — —
62565
fastmcp-me
A local MCP server implementation that interacts with DuckDB and MotherDuck dat…
— ○ ⏳ — — — — — —
62566
philogicae
A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
— ○ ⏳ — — — — 81 —
62567
jck411
MCP Platform Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
— ○ ⏳ — — — — 81 —
62568
Jamie-BitFlight
Provides AI assistants with progressive code intelligence to explore repository…
— ○ ⏳ — N/A N/A — — —
62569
ArtemFilin1990
Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…
— ○ ⏳ — — — — 81 —
62570
Traia-IO
MCP server providing access to Binance public market data, including klines, or…
— ○ ⏳ — — — — — —
62571
SilasReinagel
A simple MCP server for generating images using Flux models via the Replicate A…
— ○ ⏳ — N/A N/A — — —
62572
NianLog
A lightweight MCP server that enables AI assistants to collect interactive user…
— ○ ⏳ — N/A N/A — — —
62573
contactakagrawal
A memory-efficient MCP server for analyzing large JSON files with streaming, qu…
— ○ ⏳ — N/A N/A — — —
62574
cindyylim
Streamlines GitHub PR workflows, monitors CI/CD, and sends Slack notifications.…
— ○ ⏳ — — — — — —
62575
Opendraft
Opendraft Claim
— ○ ⏳ — N/A N/A — 95 —
62576
emanirfan-creator
Connects an AI agent to Figma and Panda CSS for two-way design system sync, com…
— ○ ⏳ — N/A N/A — — —
62577
mingyangsun-sketch
Provides DocuSign eSignature operations via JWT Grant for headless AI agents, e…
— ○ ⏳ — — — — — —
62578
HelenNguyen1611
MCP Server to log time and view Jira statistics directly from Cursor IDE.
— ○ ⏳ — N/A N/A — — —
62579
ujo78
Enables AI agents to vectorize raster images and import vector files (PDF/AI/EP…
— ○ ⏳ — N/A N/A — — —
62580
StatelyCloud
A Model Context Protocol (MCP) server that integrates with the StatelyDB CLI to…
— ○ ⏳ — N/A N/A — — —
62581
Sparker0i
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
— ○ ⏳ — N/A N/A — — —
62582
domwoe
tutti-mcp Claim
MCP server to search tutti.ch Swiss classifieds anonymously with tools for list…
— ○ ⏳ — — — — — —
62583
MarceloCaporale
Local MCP server for safe inspection and dry-run cleanup of leftover subprocess…
— ○ ⏳ — N/A N/A — — —
62584
iceener
Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …
— ○ ⏳ — — — — — —
62585
nickschuetz
o3de-mcp Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
— ○ ⏳ — N/A N/A — — —
62586
amghanekar-deloitte
Two MCP servers that give Claude and any MCP-compatible client natural-language…
— ○ ⏳ — — — — — —
62587
Veedubin
Provides AI agents with professional-grade tools for expected value calculation…
— ○ ⏳ — — — — — —
62588
ericluciano
youtube-mcp Claim
A local MCP server for extracting YouTube video transcripts, metadata, and perf…
— ○ ⏳ — N/A N/A — 95 —
62589
hanxing95
Search Google and major search engines through Talordata SERP API for AI agents…
— ○ ⏳ — N/A N/A — — —
62590
ajaaysrinivaas
reddit_mcp Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
— ○ ⏳ — — — — — —
62591
pipeworx-io
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
— ○ ⏳ — — — — — —
62592
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
— ○ ⏳ — N/A N/A — 95 —
62593
woshilaohei
A production-grade long-term memory MCP server that enables AI agents to persis…
— ○ ⏳ — — — — — —
62594
legalize-kr
legalize-mcp Claim
Provides tools for querying Korean laws, precedents, administrative rules, and …
— ○ ⏳ — N/A N/A — — —
62595 — ○ ⏳ — N/A N/A — 95 —
62596
NG-Bullseye
MCP server for fetching NVDA earnings and US CPI data, including historical val…
— ○ ⏳ — — — — — —
62597
adeel0x01
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
— ○ ⏳ — — — — — —
62598
IcePanel
Enables interaction with IcePanel for architectural diagram management via MCP …
— ○ ⏳ — — — — 81 —
62599
RohanDoshi21
Enables interaction with Angel One trading APIs to retrieve historical market d…
— ○ ⏳ — — — — 81 —
62600
kingtousick
lawyer-mcp Claim
Enables searching Korean court auction cases and personal case information via …
— ○ ⏳ — N/A N/A — — —
Showing 62551–62600 of 69052 servers