MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44451
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
44452
karimodm
angr-mcp Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
N/A N/A
44453
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
44454
master
Extract DSL from MasterGo design files to analyze structure and generate accura…
N/A N/A 95
44455
000safah000-ai
BlackHawkMCP - connect AI to Google Sheets
N/A N/A 83
44456
thedavidquan01
Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retri…
N/A N/A
44457
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
81
44458
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
44459
danteriva45-hub
Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps, Gas Optimiz…
44460
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
44461
danijeun
A Model Context Protocol server for Fanar API tools: Islamic RAG, image generat…
44462
HYPD-AI
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
N/A N/A
44463
The-Lambda-Group
OmegaAI Claim
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable …
44464
mcph Claim 1
mcp.hosting — one install, all your MCP servers, managed from the cloud
N/A N/A 81
44465
lazymac2x
Cloudflare Workers MCP server: agent-trace-auditor
44466
petabloom
Access high quality transcripts for podcasts. Updated in real-time as new episo…
81
44467
SPIRY-RO
slush-meme-mcp Claim 1
AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, que…
N/A N/A 75
44468 N/A N/A 95
44469
shengkai91
A template for deploying Model Context Protocol servers on Cloudflare Workers w…
81
44470
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
44471
RubenReyesss
Extends Claude Desktop with custom tools for file management, system operations…
N/A N/A 95
44472
treez250
keyreaper Claim
KeyReaper is an MCP server that gives Claude agents full control over API keys …
N/A N/A 95
44473
ancienthu
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
N/A N/A
44474
clauxel
A paid remote MCP for AI agent browser DevTools MCP, built to return verdicts, …
44475 N/A N/A 95
44476
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
N/A N/A 81
44477
octodamusai
Real-time market Oracle signals, Fear & Greed, Polymarket edge plays, BTC trend…
81
44478
brajendrak00068
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key…
N/A N/A
44479
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
44480
ibarcarty
An MCP server for managing Google Drive, Docs, Sheets, and Slides with full rea…
44481
axel-belfort
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
N/A N/A 95
44482
xiaobenyang-com
bingcn Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
N/A N/A 95
44483
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
44484
walkerpauldavid
Enables interaction with Omada Identity Governance and Administration system fo…
44485
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
81
44486
cyanheads
Guardian Open Platform — search and retrieve full article text from The Guardia…
N/A N/A
44487
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
81
44488
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
44489 N/A N/A 95
44490
adnocad
hady_mcp Claim
N/A N/A 95
44491
geraservicesuk
Find and book home service providers: cleaning, repairs, beauty, moving. 50+ co…
N/A N/A 95
44492
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A 95
44493
glivera
Professional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free …
44494
nfshanq
MCP Invoice Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
N/A N/A 95
44495
pendialek
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
N/A N/A 95
44496
jonthemediocre
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
81
44497
Eureka-Labo
Enables task management and automated development tracking for Eureka Labo proj…
81
44498
davidmosiah
delx-memory Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
N/A N/A
44499
sifter-ai
sifter Claim
Structure any document, query it like a database. Open-source extraction engine…
44500
Wavix
Wavix Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
Showing 44451–44500 of 45235 servers
« Prev 1 888 889 890 891 892 905 Next »