MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62351
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A 95
62352
Fabber-bot
Enables AI assistants to execute commands and transfer files on remote servers …
N/A N/A
62353
cryptorugmunch
# Rug Munch Intelligence — MCP Server [![MCP](https://img.shields.io/badge/MCP…
N/A N/A 95
62354
DevTee-dot
MCP server for real-time electricity prices, carbon intensity, and energy analy…
62355
SmartFactory-KL
aas-mcp Claim
MCP server enabling AI assistants to perform full CRUD operations on Asset Admi…
62356
CSOAI-ORG
pci-dss-mcp Claim
pci-dss-mcp MCP server by MEOK AI Labs
N/A N/A
62357
maangy
Gives Claude access to your WHOOP health data including recovery, sleep, workou…
N/A N/A
62358
illusionist-2
An MCP server that gives LLM clients access to a SQL Server database and the lo…
N/A N/A
62359
QuartzUnit
Embgrep Claim
Local semantic search — embedding-powered grep for files, zero external service…
N/A N/A 95
62360
yeswanthreddyk
facebook-mcp Claim
Enables analytics and management of Facebook Pages through the Meta Graph API, …
N/A N/A
62361
tomo1230
Allows AI agents like Claude to create, edit, and query 3D models in FreeCAD th…
N/A N/A
62362
asifmd1806
Enable seamless interaction with your Figma designs by connecting MCP clients t…
N/A N/A 95
62363
benthepythondev00
Enables AI agents to search for German property listings (rent/buy) on immowelt…
62364
kanaparthikiran
A small Model Context Protocol server that exposes a personal task tracker to a…
N/A N/A
62365
CSOAI-ORG
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
62366
cma0232
An MCP server that runs parallel AI agents to analyze React components for perf…
N/A N/A
62367
Nkovaturient
Enables AI assistants to interact with peer-to-peer networks (libp2p) and DeFi …
N/A N/A
62368
zarelli1
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
81
62369
vengat-0100
Enables remote MCP connections with GitHub OAuth authentication, providing tool…
62370
Linked-Layer
An MCP server that provides a permission-aware context layer over team tools, e…
62371
NvmToxic
Extends large language model context length up to 60 times using gravitational …
N/A N/A
62372
Simoon896
An MCP server that enables conversational interaction with Wazuh SIEM, allowing…
62373
D4D25A
PyPen MCP Claim
Enables LLM-powered browser automation and security testing with features like …
N/A N/A
62374
dennisonbertram
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
N/A N/A
62375 N/A N/A 95
62376
alias8818
Enoch Claim
Operate an Enoch control plane through MCP tools
N/A N/A
62377
zjandrew
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
62378
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
62379
arturayupov
keyward Claim
Local encrypted secret broker for AI agents: request keys by name, approve each…
N/A N/A
62380
goldplatinum11-jpg
agentctx Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
N/A N/A
62381
SID1ART
agentfetch Claim
An open-source web retrieval MCP server that fetches, crawls, and searches the …
N/A N/A
62382
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
62383
liveplex-cpu
fiber Claim
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
N/A N/A 83
62384
yasg1988
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
62385
influqa
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
62386
dania
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
81
62387
yorickchan
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
N/A N/A
62388
leo919cc
Enables Claude Code to leverage OpenAI models for expert code review, deep arch…
N/A N/A
62389
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
N/A N/A 81
62390
pdeloulay
Flik Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
N/A N/A 95
62391
wati-io
Manages WhatsApp conversations, contacts, templates, campaigns, and channels th…
62392
prasal007
Enables e-commerce product management with CRUD operations, AI-powered descript…
62393
geraservicesuk
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
N/A N/A 95
62394
digitaldefiance
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profil…
N/A N/A 95
62395
bytepine
Enables AI clients to interact with Unreal Engine through natural language comm…
N/A N/A
62396
CAREEMER
appflowy-mcp Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
62397
MindMadeLab
x-mcp-server Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
N/A N/A
62398
emilychimbobit
Connects Claude with OneDrive via Microsoft Graph API to list, search, create, …
N/A N/A
62399
FrankGenGo
Enables AI assistants to interact with the Solana blockchain, manage accounts a…
62400
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
Showing 62351–62400 of 62421 servers