MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50301
IsaiahDupree
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via …
— ○ ⏳ — — — — — —
50302
xiaoyx996
gaode Claim
— ○ ⏳ — N/A N/A — 95 —
50303
henrysouchien
MCP server for the SheetsFinance formula catalog, enabling search and construct…
— ○ ⏳ — — — — — —
50304
Thammasok
sample-mcp Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
— ○ ⏳ — N/A N/A — — —
50305
Antmind-ai
Brings Summit's CRO audit insights into coding agents, enabling them to fetch a…
— ○ ⏳ — — — — — —
50306
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
— ○ ⏳ — N/A N/A — — —
50307
kongenlabs
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
— ○ ⏳ — N/A N/A — 83 —
50308
trags-garden
poppy Claim
Developer memory CLI and MCP server. Remember decisions, preferences, and lesso…
— ○ ⏳ — N/A N/A — — —
50309
noreplynexoracommunity-lgtm
Enables searching and exploring the dark web (.onion) via a gMCP-compatible ser…
— ○ ⏳ — — — — — —
50310
snedea
Provides basic calculator operations (add, subtract, multiply, divide) as MCP t…
— ○ ⏳ — — — — — —
50311
nitsanavni
An MCP server for managing learning prompts, supporting both global and local l…
— ○ ⏳ — N/A N/A — — —
50312
RagavRida
AgentMailbox Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
— ○ ⏳ — — — — — —
50313
restforge
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
— ○ ⏳ — N/A N/A — — —
50314
Va1bhav512
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
— ○ ⏳ — N/A N/A — — —
50315
adityapatel143
Manages employee leave with Claude Desktop via natural language. Enables checki…
— ○ ⏳ — — — — — —
50316
anconina
An MCP server that provides 20 tools for accessing Yahoo Finance stock data, fi…
— ○ ⏳ — N/A N/A — — —
50317
zongzi-zongzhi
local-Rag Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
— ○ ⏳ — N/A N/A — — —
50318
erisonsuzuki
An orchestration system that breaks down user prompts into actionable tasks and…
— ○ ⏳ — N/A N/A — 95 —
50319
junter1989k-ai
United States payments for AI agents — Stripe checkout via Stripe. Never holds …
— ○ ⏳ — — — — — —
50320
sajonaro
A simple MCP server that provides weather tools, deployable with Docker, and de…
— ○ ⏳ — N/A N/A — — —
50321
winterjung
Provides Korean spell checking and grammar correction via a single tool. It int…
— ○ ⏳ — — — — — —
50322
formegifts
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
— ○ ⏳ — — — — — —
50323
Parth3930
Lazy MCP Claim
A proxy MCP server that lazy-loads tools from configured servers on demand, red…
— ○ ⏳ — N/A N/A — — —
50324
florianbuetow
A low-latency text-to-speech MCP server that uses local Kokoro GGUF inference v…
— ○ ⏳ — N/A N/A — — —
50325
BranderUX
mcp Claim
One message in, a full agentic application out: website and MCP app, live. Buil…
— ○ ⏳ — — — — — —
50326
hellosverre
MCP server that provides tools to search Norwegian addresses, reverse geocode, …
— ○ ⏳ — — — — — —
50327
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
— ○ ⏳ — N/A N/A — — —
50328
X4MU-L
Enables AI assistants to manage a todo list with add, list, complete, and delet…
— ○ ⏳ — N/A N/A — — —
50329
OpenSIN-Code
Scaffolds new MCP servers for the OpenSIN-Code ecosystem with templates for Pyt…
— ○ ⏳ — N/A N/A — — —
50330
mitsuru
Enables Claude Code to generate and preview rich user interfaces via the A2UI p…
— ○ ⏳ — N/A N/A — — —
50331
jorsenc
Enables text-to-image and pixel art generation using Pollinations.ai with no AP…
— ○ ⏳ — — — — — —
50332
yangvue
MCP server that provides current weather for any city using Open-Meteo APIs. It…
— ○ ⏳ — — — — — —
50333
Cometdev312
Enables fast real-time web search and access to premium data from trusted sourc…
— ○ ⏳ — — — — — —
50334
emasoudy
A custom MCP server that connects to self-hosted Mem0 API instances, enabling C…
— ○ ⏳ — N/A N/A — — —
50335
jlacher
An MCP server that queries the baseline status of web platform features using d…
— ○ ⏳ — — — — — —
50336
C3emm
Analyzes LinkedIn profiles for specific companies and roles to extract career p…
— ○ ⏳ — N/A N/A — — —
50337
viksnekristians
Manages TODO tasks with operations like add, list, complete, update, and delete…
— ○ ⏳ — N/A N/A — — —
50338 — ○ ⏳ — N/A N/A — 95 —
50339 — ○ ⏳ — N/A N/A — 95 —
50340
apurwa
gdocs-mcp Claim
MCP server for Google Docs and Sheets that enables AI assistants to read, creat…
— ○ ⏳ — N/A N/A — — —
50341
Stefan0x03
Conduit Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
— ○ ⏳ — — — — — —
50342
pipeworx-io
Provides tools to list curated climate and energy feeds, read feed items, and f…
— ○ ⏳ — — — — — —
50343
turtleYJ
Enables Claude Desktop to read and create Notion pages with markdown formatting…
— ○ ⏳ — N/A N/A — — —
50344
diodechain
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
— ○ ⏳ — N/A N/A — — —
50345
erniomaldo
nc-forms-mcp Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
— ○ ⏳ — — — — — —
50346
Yangleduo00337788
Provides code review and guideline loading based on Andrej Karpathy's coding pr…
— ○ ⏳ — — — — — —
50347
elkimek
openclaw-mcp Claim
Enables Claude Code to communicate with an OpenClaw bot via Matrix, allowing yo…
— ○ ⏳ — — — — — —
50348
fkiene
llmtrim Claim
MCP server and local proxy that compresses LLM prompts, tool output, and replie…
— ○ ⏳ — N/A N/A — — —
50349
evantahler
membot Claim
Provides a persistent, versioned, and searchable context store for AI agents wi…
— ○ ⏳ — N/A N/A — — —
50350
Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal t…
— ○ — N/A N/A — 81 —
Showing 50301–50350 of 69199 servers