MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21451
kumoproductions
mcp-cinema4d ⚡ Claim 1
MCP server for Cinema 4D — entity CRUD, parameter-level access, batched undo, s…
B 70 3⁄3 ◐ ⏳ 49 N/A N/A 71 95 —
21452
tohsaka888
trading-mcp ⚡ Claim
Provides foundational trading utilities by fetching market data through Akshare…
B 70 4⁄4 ◐ ⏳ 80 72 — 35 82 —
21453
stacklok
Discover, govern and control access to MCP servers and agent skills across your…
B 70 4⁄3 ◐ ⏳ 64 43 N/A 85 92 —
21454
cocaxcode
devflow-mcp ⚡ Claim
MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issue…
B 70 3⁄3 ◐ ⏳ 60 N/A N/A 55 95 —
21455
wnbhr
Personality Runtime for AI agents — persistent memory, personality, and relatio…
B 70 3⁄3 ◐ ⏳ 84 N/A N/A 41 75 —
21456
floomhq
floom Claim
Deploy Python functions as web apps with auto-generated UI, REST API, and share…
B 70 3⁄3 ◐ ⏳ 54 N/A N/A 79 83 —
21457
antonio-mello-ai
mcp-proxmox ⚡ Claim
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
B 70 4⁄3 ◐ ⏳ 84 28 N/A 77 90 —
21458
sjkim1127
reversecore_mcp ⚡ Claim
This PR adds Reversecore MCP, a Python-based reverse engineering server, to the…
B 70 4⁄3 ◐ ⏳ 54 62 N/A 73 95 —
21459
entanglr
zettelkasten-mcp ⚡ Claim
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledg…
B 70 4⁄3 ◐ ⏳ 64 58 N/A 67 92 —
21460
tensorfreitas
An unofficial bridge that enables AI models to interact with the LunaTask API f…
B 70 4⁄4 ◐ ⏳ 56 71 — 74 83 —
21461
taylor3lewis
Enables personal finance tracking through Claude Desktop using natural language…
B 70 3⁄3 ◐ ⏳ 76 N/A N/A 27 95 —
21462
tacticlaunch
Dokploy MCP Server ⚡ Claim
Comprehensive, type-safe MCP server providing 380 tools to manage Dokploy deplo…
B 70 3⁄3 ◐ ⏳ 64 — — 46 95 —
21463
emcd
MCP server wrapping the nb CLI for LLM-friendly note-taking
B 70 4⁄3 ◐ ⏳ 48 75 N/A 71 90 —
21464
cquillen
Provides structured access to RealTest backtesting documentation and example sc…
B 70 3⁄3 ◐ ⏳ 72 N/A N/A 32 95 —
21465
woling-dev
PromptThrift MCP ⚡ Claim 1
Enables 70-90% LLM API cost reduction by compressing conversation history via l…
B 70 3⁄3 ◐ ⏳ 66 N/A N/A 45 95 —
21466
beamstar
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and …
B 70 3⁄3 ◐ ⏳ 66 N/A N/A 45 95 —
21467
fkc1e100
KCC MCP Server ⚡ Claim
Enables AI assistants to contribute to Google Cloud Platform's k8s-config-conne…
B 70 4⁄3 ◐ ⏳ 94 47 N/A 37 87 —
21468
mezmo
aura Claim
A production-ready framework for composing AI agents from declarative TOML conf…
B 70 4⁄3 ◐ ⏳ 60 48 N/A 83 94 —
21469
kpanuragh
xdebug ⚡ Claim 2
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable in…
B 70 4⁄3 ◐ ⏳ 57 62 N/A 72 92 —
21470
SirGreed808
zoho-mail-mcp Claim 1
MCP server for Zoho Mail. Read, search, and send email from Claude.
B 70 3⁄3 ◐ ⏳ 61 N/A N/A 50 95 —
21471
hypn4
opendart-fss-mcp ⚡ Claim 1
An MCP server that provides access to Korea's DART corporate disclosure system,…
B 70 4⁄4 ◐ ⏳ 61 68 — 71 83 —
21472
SoundBlaster
Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients…
B 70 4⁄3 ◐ ⏳ 60 53 N/A 84 91 —
21473
currentspace
Provides comprehensive tools for interacting with the Shortcut API, enabling de…
B 70 4⁄4 ◐ ⏳ 84 73 — 28 80 —
21474
sooperset
mcp-atlassian ⚡ Claim 1
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cl…
B 70 4⁄4 ◐ ⏳ 77 41 — 83 81 —
21475
sagarkalra-tech
timezest-mcp ⚡ Claim 1
MCP Server for TimeZest: manage appointments, pending requests, and ticket sche…
B 70 3⁄3 ◐ ⏳ 65 N/A N/A 62 83 —
21476
rnett
gradle-mcp Claim
A comprehensive MCP server for Gradle.
B 70 3⁄3 ◐ ⏳ 50 N/A N/A 72 95 —
21477
cAIborg-ai
amoCRM MCP Server ⚡ Claim 1
An MCP server that provides 36 tools for interacting with the amoCRM (Kommo) AP…
B 70 4⁄4 ◐ ⏳ 69 77 — 45 82 —
21478
jhm1909
Recon ⚡ Claim
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
B 70 3⁄3 ◐ ⏳ 58 N/A N/A 55 95 —
21479
jettydiot
mcp ⚡ Claim
Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fl…
B 70 3⁄3 ◐ ⏳ 82 N/A N/A 34 83 —
21480
giussepe198
Enables AI assistants to interact with New Zealand's largest online marketplace…
B 70 4⁄4 ◐ ⏳ 96 65 — 21 81 —
21481
juancvergara1
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
B 70 3⁄3 ◐ ⏳ 72 N/A N/A 35 95 —
21482
Realtyka
jmeter-mcp ⚡ Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
B 70 3⁄3 ◐ ⏳ 72 N/A N/A 34 95 —
21483
juspay
neurolink ⚡ Claim
Edge-first AI platform unifying many providers and models, with multi-agent orc…
B 70 4⁄4 ◐ ⏳ 66 42 — 98 82 —
21484
fosdickio
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binar…
B 70 4⁄3 ◐ ⏳ 84 26 N/A 73 95 —
21485
Oratorian
discord-node-mcp ⚡ Claim 2
MCP server for controlling Discord servers via bot token
B 70 4⁄3 ◐ ⏳ 63 70 N/A 64 83 —
21486
LycheeMem
LycheeMem ⚡ Claim
Lightweight Long-Term Memory for LLM Agents.
B 70 3⁄3 ◐ ⏳ 56 N/A N/A 59 95 —
21487
ericm1018
SkillFM BYOK Vault ⚡ Claim
BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon che…
B 70 3⁄3 ◐ ⏳ 60 N/A N/A 53 95 —
21488
hiatys
mcp-server ⚡ Claim
221 MCP tools across 26 practices for independent professionals. Clients, invoi…
C 69 3⁄3 ◐ ⏳ 60 N/A N/A 50 95 —
21489
mcpjungle
MCPJungle ⚡ Claim
One place to manage & connect to all your MCP servers
C 69 4⁄4 ◐ ⏳ 80 43 N/A 68 83 —
21490
zinja-coder
jadx-ai-mcp Claim
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates …
C 69 3⁄3 ◐ ⏳ 44 N/A N/A 75 95 —
21491
aaydin-tr
Enables AI assistants to discover, search, and interact with REST APIs by parsi…
C 69 4⁄4 ◐ ⏳ 78 52 — 59 81 —
21492
kimlawtech
korean-contracts ⚡ Claim
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 …
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 41 95 — GO
21493
AlanRoybal
prompte-mcp ⚡ Claim 1
An MCP server that automatically enhances user prompts by applying advanced eng…
C 69 3⁄3 ◐ ⏳ 63 N/A N/A 45 95 —
21494
szktty
straw-mcp Claim
A Dart implementation of the Model Context Protocol (MCP), enabling seamless in…
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 59 95 —
21495
AsifKabirAntu
Figsor ⚡ Claim
Bridges Cursor AI to Figma for chat-driven design creation and editing directly…
C 69 3⁄3 ◐ ⏳ 72 N/A N/A 29 95 —
21496
giantrotta24
google-mcp ⚡ Claim
Multi-account Google MCP server providing read access to Gmail and Calendar via…
C 69 3⁄3 ◐ ⏳ 56 N/A N/A 56 95 —
21497
Weichenleeeee123
A server that provides PowerPoint presentation creation and editing capabilitie…
C 69 4⁄3 ◐ ⏳ 84 60 N/A 19 95 —
21498
jathinkolla
Enables document format conversion between various formats (Markdown, HTML, PDF…
C 69 4⁄3 ◐ ⏳ 84 45 N/A 42 95 —
21499
ehartye
Agile Backlog MCP ⚡ Claim
Enables comprehensive agile project management with epics, stories, tasks, and …
C 69 4⁄3 ◐ ⏳ 78 63 N/A 29 95 —
21500
marcuspat
turbo-flow Claim
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Ins…
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 61 95 —
Showing 21451–21500 of 69224 servers
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