MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37401
musasister
Enables searching and retrieving Korean commercial registration precedents (617…
— ○ ⏳ — N/A N/A — — —
37402
pipeworx-io
Enables querying Chatham County, Georgia open geospatial datasets (parcels, add…
— ○ ⏳ — — — — — —
37403
universal-mcp
Provides a standardized interface for interacting with Jira's tools and service…
— ○ ⏳ — — — — — —
37404
elsanchez
Enables interaction with the FVWM3 window manager for configuration generation,…
— ○ ⏳ — N/A N/A — 95 —
37405
Aishu2508
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
— ○ ⏳ — — — — — —
37406
8bitsats
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
— ○ ⏳ — — — — 81 —
37407
fuyouai
Provides web and image search using the Doubao (Volcengine) API with configurab…
— ○ ⏳ — — — — — —
37408
eduard256
MCP server for Ozon marketplace that enables AI assistants to search products, …
— ○ ⏳ — — — — — —
37409
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
— ○ ⏳ — N/A N/A — — —
37410
xinhuagu
agent-wiki Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
— ○ ⏳ — N/A N/A — — —
37411
skainguyen1412
An MCP server that acts as an AI mentor for any codebase using dual-layer index…
— ○ ⏳ — N/A N/A — — —
37412
ecerutti
An MCP server that exposes Claude Code's real-time rate limit usage so that an …
— ○ ⏳ — N/A N/A — — —
37413
fernando-freitas-alves
An MCP server that exposes tools for sub-agent style reasoning across multiple …
— ○ ⏳ — — — — — —
37414
DeepMyst
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
— ○ ⏳ — N/A N/A — — —
37415
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
— ○ ⏳ — — — — 81 —
37416
jmilinovich
Grove Claim
An open-source MCP server that makes your Obsidian vault accessible from any AI…
— ○ ⏳ — — — — — —
37417
surfagentapp
surfagent-x Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
— ○ ⏳ — N/A N/A — — —
37418
CSOAI-ORG
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…
— ○ ⏳ — N/A N/A — 95 —
37419
Brunogar6
This MCP server automatically analyzes project architecture and finds similar c…
— ○ ⏳ — N/A N/A — — —
37420
ivan-movw
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
— ○ ⏳ — — — — 81 —
37421
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
— ○ ⏳ — N/A N/A — 95 —
37422
RajX-dev
n3mo Claim
N3MO: Code intelligence engine mapping repositories into queryable symbol graph…
— ○ ⏳ — N/A N/A — — —
37423
ardev-lab
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
— ○ ⏳ — N/A N/A — — —
37424
gitRedDev
apigee-mcp Claim
Exposes Apigee X / GCP Management API operations as tools, enabling management …
— ○ ⏳ — — — — — —
37425
mr.slametrivai
slametrivai Claim
— ○ ⏳ — N/A N/A — 95 —
37426
adopteunconteneur
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
— ○ ⏳ — — — — — —
37427
Kevork-Nexacrawl-dev
Provides access to Jina AI's suite of tools including web search, URL reading, …
— ○ ⏳ — — — — 81 —
37428
sreenivasanac
A universal 'Ask User Questions' MCP tool for AI coding agents.
— ○ ⏳ — N/A N/A — — —
37429 — ○ ⏳ — — — — 81 —
37430
rusty4444
shiori-mcp Claim
Enables interaction with Shiori, a self-hosted bookmark and read-it-later manag…
— ○ ⏳ — — — — — —
37431
saopack
DB-MCP Claim
Multi-database SQL validation service with Docker containerization, supporting …
— ○ ⏳ — N/A N/A — — —
37432
Stupidoodle
Enables Claude to read and send Instagram DMs, manage threads and message reque…
— ○ ⏳ — — — — — —
37433
RPER2001
rigshare Claim
Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equ…
— ○ ⏳ — N/A N/A — 83 —
37434
cygkichi
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
— ○ ⏳ — — — — — —
37435
alunsoldantarctica
mail-index Claim
Local-first, read-only MCP server for recall over your Gmail: search, contacts,…
— ○ ⏳ — N/A N/A — — —
37436
dorkian
Enables git-based version control for n8n workflows with automatic credential r…
— ○ ⏳ — — — — — —
37437
IsacGama
Enables publishing, updating, and sharing HTML artifacts with strict security i…
— ○ ⏳ — — — — — —
37438
Maxsh
telegram-mcp Claim
Enables users to read, search, and manage Telegram messages in channels, groups…
— ○ ⏳ — N/A N/A — — —
37439
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
— ○ ⏳ — N/A N/A — 95 —
37440
master-metrics
Master Metrics MCP v1.0.0 Master Metrics MCP brings your marketing data direct…
— ○ ⏳ — — — — 81 —
37441
elizagarate
Enables Claude to interact with Things 3 task management, allowing creation, an…
— ○ ⏳ — N/A N/A — — —
37442
fernikolic
clawdentials Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
— ○ ⏳ — — — — 81 —
37443
withakay
This is a Model Context Protocol (MCP) server that allows AI assistants to inte…
— ○ ⏳ — N/A N/A — — —
37444
runapi-ai
imagen-4-mcp Claim
RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status,…
— ○ ⏳ — — — — — —
37445
mattcrypted
Evaluates on-chain risk for Pharos agents before executing transactions, provid…
— ○ ⏳ — N/A N/A — — —
37446
borishalachev1
Nexus MCP Claim
MCP server with X402 payment integration, enabling AI agents to access paid too…
— ○ ⏳ — N/A N/A — — —
37447
kylecui
NetForensicMCP Claim 1
An MCP server for offline network forensic analysis and threat intelligence, en…
— ○ ⏳ — N/A N/A — 95 —
37448 — ○ ⏳ — N/A N/A — 95 —
37449
yigitkonur
mcp-parasut Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
— ○ ⏳ — N/A N/A — — —
37450
shanshili
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
— ○ ⏳ — — — — 81 —
Showing 37401–37450 of 69468 servers
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