MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46601
wkalidev
Read balances/prices and prepare transfers across Stacks, Celo, and Base from o…
— ○ ⏳ — — — — — —
46602
vwww-droid
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
— ○ ⏳ — N/A N/A — — —
46603
VinnyVanGogh
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
— ○ ⏳ — — — — — —
46604
Floe-Labs
Credit and payments for AI agent developers — over MCP. No crypto required
— ○ ⏳ — — — — — —
46605
enwaiax
Shuttle Claim
Enables AI assistants to securely execute SSH commands on remote servers with c…
— ○ ⏳ — — — — — —
46606
Kforward
Read-only MCP server that converts Lanhu project/design links into design conte…
— ○ ⏳ — N/A N/A — — —
46607
slicequeue
A proof-of-concept MCP server for learning and testing, providing basic arithme…
— ○ ⏳ — N/A N/A — — —
46608
Saifalkayali
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
— ○ ⏳ — — — — — —
46609
EpykLab
s3-mcp Claim
MCP server for AWS S3 and compatible object stores, enabling LLM clients to bro…
— ○ ⏳ — — — — — —
46610
vikiival
A starter MCP server that provides tools for widget interaction and preference …
— ○ ⏳ — — — — — —
46611
sasanokusa
Generates transit route information by routing user queries to MCP tools using …
— ○ ⏳ — — — — — —
46612
trendsmcp
Provides weekly download counts and trend data for npm packages, enabling compa…
— ○ ⏳ — — — — — —
46613
nozh74
mp Claim
— ○ ⏳ — N/A N/A — 95 —
46614
YashvantHange
SuperMemory Claim
MCP-first agent learning: capture failures, validate lessons, retrieve context,…
— ○ ⏳ — N/A N/A — — —
46615
ChanthMiao
Integrates Xiaomi MiMo's multimodal API to enable understanding of images, audi…
— ○ ⏳ — — — — — —
46616
mcp-agents
An MCP server for generating dad jokes based on a given topic, with support for…
— ○ ⏳ — — — — — —
46617
jgentes
A Model Context Protocol (MCP) server that provides AI assistants full access t…
— ○ ⏳ — N/A N/A — — —
46618
David-Felipe-Trejos
Enables CRUD and analytical operations on a SQLite inventory database, includin…
— ○ ⏳ — N/A N/A — — —
46619
lotharschulz
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
— ○ ⏳ — N/A N/A — — —
46620
mpress001
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
— ○ ⏳ — — — — — —
46621
ashtokalo
telemcp Claim
An MCP server that gives AI assistants read-only access to your personal Telegr…
— ○ ⏳ — — — — — —
46622
TheNextGenNexus
Search Redfin properties, get property details, and market statistics
— ○ ⏳ — N/A N/A — 83 —
46623
ArnabbLank
A minimal MCP server for GitHub that enables browsing repos, reading code, sear…
— ○ ⏳ — — — — — —
46624
akhilkannur
Salestools Club is a technical registry and audit of 300+ sales APIs and MCP se…
— ○ ⏳ — — — — — —
46625
chenkumi
High-privilege PostgreSQL admin MCP server for database and role/grant manageme…
— ○ ⏳ — — — — — —
46626
laxmena
An MCP server for WriteFreely that enables AI agents to publish and manage cont…
— ○ ⏳ — — — — — —
46627
thecturner
jankins Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
— ○ ⏳ — — — — 81 —
46628
kushalkachari993-dev
A reusable MCP server for Fly.io offering utility tools including weather, web …
— ○ ⏳ — — — — — —
46629
asukakimya
A schema-aware, dry-run/verify-guarded MCP sidecar that wraps the Directus REST…
— ○ ⏳ — — — — — —
46630
Riocloud
Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouT…
— ○ ⏳ — N/A N/A — — —
46631
trionnemesis
tw-law-mcp Claim
This MCP server enables querying Taiwan interior decoration regulations and pro…
— ○ ⏳ — N/A N/A — 95 —
46632
GarfieldHuang
A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
— ○ ⏳ — — — — — —
46633
pch8286
A local MCP memory server for edge devices that uses graph-backed retrieval to …
— ○ ⏳ — N/A N/A — — —
46634
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
— ○ ⏳ — N/A N/A — — —
46635
protae5544
websites Claim
— ○ ⏳ — N/A N/A — 95 —
46636
mastyf-ai
mastyf-ai Claim
Perimeter security for your AI Infrastructure.
— ○ ⏳ — — — — — —
46637
arpanroy41
NexMem MCP Claim
A plug-and-play MCP memory server with pluggable database backends that gives A…
— ○ ⏳ — — — — — —
46638
senseicoder
A read-only MCP server that gives Claude Code secure, non-invasive access to in…
— ○ ⏳ — N/A N/A — — —
46639
Uptrack-App
uptrack-mcp Claim
MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI…
— ○ ⏳ — — — — — —
46640
wegitor
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
— ○ ⏳ — N/A N/A — — —
46641
HelloThisWorld
Open Mind Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
— ○ ⏳ — N/A N/A — — —
46642
lmn451
Analyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabli…
— ○ ⏳ — N/A N/A — — —
46643
Touseef-ahmad
Experimental MCP server built with NestJS and LangGraph, enabling tool executio…
— ○ ⏳ — N/A N/A — — —
46644
wujie272
Enables AI agents to directly control Android devices via Termux, providing 120…
— ○ ⏳ — N/A N/A — — —
46645
sosadly
Enables AI assistants to build Minecraft models, textures, and animations direc…
— ○ ⏳ — N/A N/A — — —
46646
cloud-ru-tech
Lets AI assistants read, search, and post messages in Mattermost channels, mana…
— ○ ⏳ — — — — — —
46647
andesco
An MCP server that gives AI agents the ability to inspect, observe, and automat…
— ○ ⏳ — N/A N/A — — —
46648
omaree14
Enables running MCP tools remotely on Cloudflare Workers with OAuth login. Supp…
— ○ ⏳ — N/A N/A — — —
46649
haema3
ShipMCP Claim
Enables LLMs to understand and work with shipbuilding terminology (Korean/Engli…
— ○ ⏳ — — — — — —
46650
mattarm
Fantasy MCP Claim
Multi-agent parlay optimization system using CrewAI to analyze games, evaluate …
— ○ ⏳ — — — — — —
Showing 46601–46650 of 69236 servers
« Prev 1 … 931 932 933 934 935 … 1385 Next »