MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59551
mambalabsdev
Enrich a company domain into firmographics via Apify: employees, industry, HQ, …
N/A N/A
59552
mocomoco-inc
Enables transcription of audio and video files using mocoVoice API, allowing us…
N/A N/A
59553
Nayab-zak
MCP server providing PostgreSQL and Vertica database access with tools for quer…
N/A N/A
59554
akshay-rajan
selagent Claim
A Selenium-based MCP server that exposes browser automation tools for navigatio…
N/A N/A
59555
ahays248
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
N/A N/A
59556
rb58853
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
59557
pedxyuyuko
mc-rcon-mcp Claim
Enables Minecraft server management via RCON: execute commands, list players, g…
59558
taka392
ebay-mcp Claim
Enables interaction with eBay APIs for account verification, item search, and b…
59559
GeekStewie
sf-mcp Claim
MCP server for Salesforce that exposes CLI, REST, Connect, Data 360, Bulk 2.0, …
59560
goodandco
A minimal, production-ready MCP server running on AWS Lambda with Streamable HT…
59561
fegalvezg
skaut-mcp Claim
Tech product recommendations for Chile with real prices in CLP.
N/A N/A 95
59562
pipeworx-io
Enables querying and searching Cranston, Rhode Island open geospatial datasets …
59563
gurezo
Assists MDN Japanese translation tasks by automating file copying from English …
N/A N/A
59564
M3-Technology-Group
MCP server that provides tools, resources, and prompts to help LLMs build Svelt…
59565
Vanszs
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
N/A N/A
59566
sanztheo
Enables real-time messaging between Claude Code instances, allowing agents to s…
N/A N/A
59567
adamhajari
zulip-mcp Claim
Enables Claude to access and summarize recent activity in Zulip channels, with …
59568
a1ex-bb
kontra Claim
Adds a challenger to your AI chat, enabling debate with multiple AI debaters to…
59569
BusyBee3333
Comprehensive MCP server for Mailchimp Marketing API v3.0 with over 104 tools a…
59570
ActaLumen
Enables AI agents to upload, verify, and chat about documents for compliance (e…
59571
junwayne66
Exposes LiteLLM Proxy admin APIs as MCP tools for managing internal users, virt…
N/A N/A
59572
kirill-markin
Read and write open-source flashcards through split read/write MCP tools.
59573
axel-belfort
URL slug generator API for AI agents. Convert any text into clean, URL-friendly…
N/A N/A 95
59574
Astroa7m
Unified email orchestration server for Gmail and Outlook with agentic tools for…
N/A N/A
59575
Tai-DT
Enables AI assistants to access and search Expo documentation with semantic sea…
N/A N/A
59576
dotlab-hq
MCP server for OpenAI Vector Store API, managing vector stores, files, file bat…
59577
kdr
A server that provides tools for working with YouTube URLs, video IDs, and thum…
59578
grahamton
An MCP server that gives AI agents eyes on any e-commerce storefront, enabling …
N/A N/A
59579
ogimage-art
ogimage-mcp Claim
Generates beautiful Open Graph images directly from Claude Desktop using ogimag…
59580
guleki
Geolocate Me Claim
# Geolocate Me **Give any AI assistant real-time access to your phone's GPS.**…
81
59581
dkoterwa
Notion MCP Claim
Enables interaction with Notion via natural language, allowing page creation, c…
59582
simonliu-moltbot
tw-almanac Claim
Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspic…
N/A N/A
59583
steven0lisa
A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…
59584
tamlut-modnys
Enables Claude to interact with Telegram, including listing chats, reading mess…
59585
michaelrice
vcenter-mcp Claim
Provides tools to list, create, power on/off, and delete VMs on vCenter or ESXi…
59586
tntclaus
MCP server that enables AI agents to join Jitsi Meet rooms, send/receive chat, …
N/A N/A
59587
yura2100
A simple notes MCP server that enables creating, listing, and summarizing text …
N/A N/A
59588
badfrog18
Enables Claude to read, analyze, optimize, and execute IP-Symcon PHP scripts vi…
59589
buenosiempre-cmd
Enables AI to search and retrieve regulations from Dongguk University's integra…
59590
iiTzSenn
sens Claim
Provides MCP tools for Claude Code to query a project's codebase via a compact …
N/A N/A
59591
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
59592
wenyuanw
Enables sending messages to Telegram channels via MCP protocol, integrating wit…
59593
pyroprompts
Bridges STDIO MCP clients to Streamable HTTP MCP servers, allowing any STDIO-su…
59594
prompteus-ai
Dynamically creates an MCP server from any OpenAPI schema, enabling seamless in…
59595
raviraj-ntp
MongoDB MCP Claim
Feature-rich MCP server for MongoDB with multi-connection support, enabling use…
N/A N/A
59596
philpof102-svg
toshi-mcp Claim
Enables a side-panel companion that watches your coding session and provides co…
N/A N/A
59597
DenialGelon
A minimal MCP server that wraps Google Gemini image generation, enabling users …
N/A N/A
59598
sjgant80-hub
MCP server for foldkit that exposes tools and resources for fold operations, 7-…
59599
waggle
Waggle Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
81
59600
IlyesTal
akyn-ai Claim
Turn any data source into an MCP server in 5 minutes. Build knowledge bases tha…
Showing 59551–59600 of 66484 servers