MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39401
VIKAS9793
Enables AI coding assistants to access up-to-date, official Android documentati…
39402
mblakebaugh-hub
bluebeam-mcp Claim
MCP server that exposes Bluebeam Revu 21 to Claude for PDF markup, document man…
N/A N/A
39403
codefromkarl
ContextAtlas Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
N/A N/A
39404
bryanmichael-hue
e-yearbook.com MCP (Model Context Protocol) server. The server lets any MCP-awa…
39405
antonhofstader
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
N/A N/A
39406
hz1ulqu01gmnZH4
Enables image generation via OpenRouter API, supporting models like Gemini 2.5 …
N/A N/A
39407
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
39408
pramodhapple504-arch
MCP server providing Moneycontrol market data including stock quotes, fundament…
39409
aloryanirakan-cqmg
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
81
39410 N/A N/A 95
39411
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A 95
39412
geraservicesuk
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
N/A N/A 95
39413
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
39414
denis911
Manages LinkedIn prospecting CSV files with deduplication and search, reducing …
N/A N/A
39415
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
39416
mayim-mayim
Inspect-only MCP server for HTTP 402 and agent-commerce surfaces without execut…
N/A N/A
39417
decionis
mcp Claim
Fail-closed policy gate for AI agent actions, with local evaluation and native …
39418
dmang-dev
Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
N/A N/A
39419 N/A N/A 95
39420
geraservicesuk
mcp-geraeats Claim
Browse restaurants, search dishes, order food delivery, track riders. 50+ count…
N/A N/A 95
39421
harshil1502
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
N/A N/A
39422
e2xlabs
StablecoinX Claim
Drive a StablecoinX business account — auth, API keys, sessions, paymaster, and…
N/A N/A
39423
hyperweb-io
MCP server that enables AI agents to generate, verify, and set up Starship conf…
39424
apolocine
orm-mcp Claim
MCP server for @mostajs/orm: generate, lint (24 rules) & migrate EntitySchemas.
N/A N/A
39425
fablerlabs
Fabler Relay Claim
Human-in-the-loop request queue for autonomous agents: file requests for a huma…
N/A N/A
39426
stephaneberle9
MCP server for creating interactive Vega-Lite data visualizations that render i…
N/A N/A
39427
asharca
ocr-mcp Claim
Enables document OCR processing via OcrPlane APIs, supporting document parsing,…
39428
WaterTian
wechat-devtools Claim 1
MCP Server for WeChat DevTools CLI - Automate Mini Program development & testin…
N/A N/A 95
39429
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
N/A N/A 81
39430
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
39431
eklemen
db-mcp Claim
Read-only PostgreSQL database MCP server for safely exploring schema, tables, r…
39432
AshMet
vibemap-mcp Claim
Load & create VibeMap product specs from your coding agent; sync build progress.
N/A N/A
39433
yuanjian068yuan
Enables AI agents to discover high-intent leads from social media comments (Dou…
N/A N/A
39434
surri
pium-mcp Claim
An MCP server for career and academic counseling that uses official public data…
N/A N/A
39435
HarperFast
Exposes HarperDB tables and custom resources as structured MCP resources, enabl…
39436
AyushSaha184
Eval_MCP Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
39437
adamelliotfields
Opinionated template for building Node.js stdio and HTTP MCP servers.
N/A N/A
39438
mcpflow
Enables AI assistants to manage Google Calendar events through natural language…
39439
DocNR
Provides tools for analyzing code repositories, including structure, dependenci…
N/A N/A
39440
Xander-git
pdf-mcp Claim
An MCP server that exposes Marker for high-quality PDF OCR and conversion, prov…
N/A N/A
39441
SamuelSHernandez
MCP server for self-hosted Laserfiche repositories — search and read documents …
N/A N/A
39442
cgallic
connorgallic Claim
Query Connor Gallic's profile, products (KaiCalls, Kai CMO, Build with Kai), an…
39443
nozh74
mp Claim
N/A N/A 95
39444
igrybkov
mcp-hub Claim
A meta-MCP server that acts as a single connection point to lazily spawn and pr…
N/A N/A
39445
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
81
39446
ancienthu
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
N/A N/A
39447
pulkit-guglani
keep-mcp Claim
Enables users to create, search, and retrieve Google Keep notes via natural lan…
N/A N/A
39448
Orellius
Provides real-time visibility into Claude Pro and Max subscription usage limits…
N/A N/A 95
39449
rebaselabs-framework
mock-llm-mcp Claim
MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing A…
39450
decline27
Enables AI agents to control Homey smart home devices, trigger flows, and query…
Showing 39401–39450 of 66549 servers
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