MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45601
dtinth
Enables uploading PR screenshots to Cloudflare R2 via presigned URLs, allowing …
— ○ ⏳ — — — — — —
45602
CenblueOne
A comprehensive MCP server that integrates TradingView Desktop automation, scre…
— ○ ⏳ — — — — — —
45603
maksdizzy
MCP server providing system-level access to FlowAPI endpoints for art, user, an…
— ○ ⏳ — — — — — —
45604
kinhunt
A Model Context Protocol (MCP) server that provides access to Twitter data thro…
— ○ ⏳ — N/A N/A — — —
45605
itscartmanbrah
Enables Claude to manage Outlook calendar events and Microsoft To Do tasks for …
— ○ ⏳ — — — — — —
45606
juampicosta
AbletonMCP Claim
Control Ableton Live from Claude Code via the Model Context Protocol (MCP). Cre…
— ○ ⏳ — N/A N/A — — —
45607
KarstenKreh
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
— ○ ⏳ — — — — — —
45608
bholzer
MCP server for the tastytrade brokerage API, providing tools for account manage…
— ○ ⏳ — — — — — —
45609
dayainow
Connects users to mental health counseling centers and welfare programs based o…
— ○ ⏳ — — — — — —
45610
MiggiV2
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
— ○ ⏳ — — — — — —
45611
matpb
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
— ○ ⏳ — — — — — —
45612
maimai-hqw
ashare-mcp Claim
An MCP server that exposes all 23 baostock data endpoints as tools, including K…
— ○ ⏳ — — — — — —
45613
universal-mcp
Provides a standardized MCP interface for interacting with Twitter's tools and …
— ○ ⏳ — — — — — —
45614
mintverdict Claim 1
Solana token risk verdicts, rug checks & outcome labels for AI agents. Pay-per-…
— ○ — N/A N/A — 61 —
45615
Alepha188838884
Local MCP proxy that merges downstream servers behind a few meta-tools with pro…
— ○ ⏳ — N/A N/A — — —
45616
Maxbleu
Enables Formula 1 data analysis through natural language, providing tools like …
— ○ ⏳ — — — — — —
45617
amahpour
Enables AI agents to interact with Arduino boards for compiling, uploading sket…
— ○ ⏳ — N/A N/A — — —
45618
RamosJSouza
Enables searching characters, planets, and films from the Star Wars universe vi…
— ○ ⏳ — — — — — —
45619
GuerthCastro
A read-only MCP server for PostgreSQL. Connect any MCP-compatible AI agent to y…
— ○ ⏳ — — — — 81 —
45620
PickAID
MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…
— ○ ⏳ — N/A N/A — — —
45621
minimaltek
Enables AI-powered manipulation of Cardinal/VCV Rack modular synthesizer patche…
— ○ ⏳ — N/A N/A — — —
45622
NimaZahediN
Enables AI agents to search and analyze OpenAlex scholarly database for OSINT r…
— ○ ⏳ — — — — — —
45623
shad0wN1nja42
bhe_mcp Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
— ○ ⏳ — N/A N/A — — —
45624
cognis-digital
memorybank Claim
Portable long-term memory store for agents, exposed over MCP.
— ○ ⏳ — N/A N/A — — —
45625
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
— ○ ⏳ — N/A N/A — — —
45626
onionuser79
Operate packet-radio digipeater nodes from Claude and other MCP clients.
— ○ ⏳ — N/A N/A — — —
45627
robford-brookai
Enables comprehensive management of DuploCloud infrastructure, including tenant…
— ○ ⏳ — — — — 81 —
45628
docuprox
docuprox-mcp Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
— ○ ⏳ — N/A N/A — — —
45629
adhdvital
Enables professional Threads management with advanced analytics, AI-powered con…
— ○ ⏳ — — — — — —
45630
Robinhill85
Convert docs and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scans, URL…
— ○ ⏳ — — — — — —
45631
deepakkamboj
Enables accessibility testing using Playwright and Axe, allowing users to scan …
— ○ ⏳ — N/A N/A — — —
45632
SabyasachiDhal
MCPGoat Claim
A deliberately insecure MCP server for practicing penetration testing, featurin…
— ○ ⏳ — N/A N/A — — —
45633
holycube
通用游戏叙事引擎 MCP,提供一致性校验、动态运行、Meta 伏笔、Playthrough 对比及 Ink/Yarn 导出等功能。
— ○ ⏳ — N/A N/A — — —
45634
cappylab
discord-mcp Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
— ○ ⏳ — — — — — —
45635
dgsidney
MCP Bling Claim
Remote MCP server for Bling API v3, enabling tools to manage products, orders, …
— ○ ⏳ — — — — — —
45636
tripathysagar
A full-featured MCP server with 96 tools for the Kaggle API, enabling users to …
— ○ ⏳ — N/A N/A — — —
45637
gamedevsam
MCP server for SiYuan Note, enabling AI integration and smart knowledge managem…
— ○ ⏳ — N/A N/A — — —
45638
Doist
Enables AI agents to access and interact with a Twist workspace, managing threa…
— ○ ⏳ — — — — — —
45639
midodimori
Enables interaction with GitLab projects, merge requests, issues, and code revi…
— ○ ⏳ — — — — — —
45640
orhanucok
Relay Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
— ○ ⏳ — — — — — —
45641
MushroomFleet
Transforms markdown documents into immersive 3D visualizations using semantic a…
— ○ ⏳ — N/A N/A — — —
45642
david-rodrig
An MCP server for interacting with SAP SuccessFactors OData API to retrieve and…
— ○ ⏳ — N/A N/A — — —
45643
tomaitagaki
A comprehensive MCP server for TELNYX integration, enabling AI assistants to se…
— ○ ⏳ — — — — — —
45644
DenialGelon
A minimal MCP server that wraps Google Gemini image generation, enabling users …
— ○ ⏳ — N/A N/A — — —
45645
slattman
Enables AI applications to retrieve on-chain context from EVM-compatible blockc…
— ○ ⏳ — — — — — —
45646
musharna
jobd Claim
Self-hostable GPU-aware job broker for your own machines. The MCP server expose…
— ○ ⏳ — N/A N/A — — —
45647
yshngg
pmcp Claim
A Prometheus Model Context Protocol Server.
— ○ ⏳ — — — — 81 —
45648
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
— ○ ⏳ — N/A N/A — — —
45649
MicaelJarniac
gong-mcp Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
— ○ ⏳ — N/A N/A — — —
45650
alexrobl
Enables reading and analysis of vector spatial data through Claude Desktop, sup…
— ○ ⏳ — N/A N/A — — —
Showing 45601–45650 of 69261 servers
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