MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64301
celigo
Provides JIRA issue management and automation through MCP tools and standalone …
64302
miloira
Enables AI assistants to search local files on Windows using the Everything sea…
N/A N/A
64303
cubetribe
Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optim…
N/A N/A
64304
Ragde54
pokemcp Claim
An MCP server that exposes the PokéAPI as tools and resources, allowing AI assi…
64305
coveyjorjet
MCP Server providing AI agents with tooling for Gerrit code review workflows vi…
64306
hichammoods
Generates frontend UI code from text descriptions, screenshots, or iterative re…
N/A N/A
64307
arunkonapala
Exposes personal-finance tools like accounts, transactions, spending analysis, …
N/A N/A
64308
jamesbrightmantech-sketch
Integrates Confluence with Claude Desktop, enabling natural language search, co…
64309
vanooo
MCP server for Upwork via browser automation. Enables Claude Code to search job…
N/A N/A
64310
lucas111112
An agent-friendly MCP server for the GeoRanker High-Volume API, enabling SEO ra…
64311
Willyfab
Search, recommend & buy travel eSIM data plans for 190+ destinations via AI age…
64312
pbidhjorvar
Enables secure, read-only access to the Payday API through Claude Desktop with …
81
64313
FreshXYZ
Fathom MCP Claim
Enables searching meetings, retrieving transcripts and summaries from Fathom AI…
N/A N/A
64314
Hackerobi
Turn Claude Desktop into a network security analyst. A comprehensive MCP server…
N/A N/A
64315
Zhao73
A Codex/Claude Code plugin that spawns multiple analyst agents to research stoc…
N/A N/A
64316
WolfzTech
ifc-mcp Claim
Enables AI agents to load, query, and analyze IFC building model files, includi…
N/A N/A
64317
TrecoOffical
stockup-mcp Claim
Connects AI agents to StockUp Quan's financial reasoning models with real-time …
64318
Studio-Catharsis-Creative-Lab
A cross-platform coordination layer that connects MCP-compatible tools to a sha…
N/A N/A
64319
andesco
An MCP server that gives AI agents the ability to inspect, observe, and automat…
N/A N/A
64320
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
64321
sonzin
MCP server integrating Google Search Console, Google Analytics 4, and GitHub, e…
64322
SpunBeat
MCP server and CLI for Bow Beauty admins to populate, enrich, and validate the …
64323
georgegiosue
Enables AI assistants to access Emtrafesa bus transportation services in Peru, …
64324
horatio8
A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API…
64325
kemalbgskr
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
64326
arcAman07
Samantha Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
64327
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
64328
jasona7
Enables exploration, explanation, and management of crontab entries, including …
N/A N/A
64329
alvarolloret
Read-only MCP server for Pipedrive that provides a digest-ready sales queue wit…
N/A N/A
64330
Sealjay
mcp-signal Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
N/A N/A
64331
10.blaylock.10
project10 Claim
N/A N/A 95
64332
AmbossTech
Magma MCP Claim
MCP server for buying Lightning Network liquidity via Amboss Magma. Enables AI …
64333
mpeciakk
warframe-mcp Claim
Provides AI assistants with real-time access to Warframe game data including wo…
64334
pipeworx-io
MCP server for accessing Nager.Date public holidays data. It provides tools to …
64335
surewht
ti4-mcp Claim
Provides Twilight Imperium 4 game data, rules lookup, faction strategy guides, …
N/A N/A
64336
anysearch-ai
Unified real-time search engine skill for AI agents.
N/A N/A
64337
clawdbotworker
imagegen-mcp Claim
AI image generation from text prompts via x402 micropayments on Base. $0.10 USD…
N/A N/A
64338
ogarciabrena
mcploy Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
64339
Aishu2508
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
64340
raboley
ado-mcp Claim
An MCP server that provides Azure DevOps integration for AI assistants, enablin…
64341
Sanpelegrino
Tableau MCP Claim
Enables AI applications to interact with Tableau through tools for querying dat…
64342
VodoooFilms
A lightweight, modular MCP server for the Linka ecosystem, providing read-only …
N/A N/A
64343
gabrielmahia
soko-mcp Claim
MCP server for East Africa commodity price intelligence — regional price compar…
N/A N/A
64344
mikkokam
The most complete Harvest time tracking integration for Claude, with 54 tools c…
64345
thunderclient
Enables AI tools to create and manage API requests and collections in Thunder C…
N/A N/A
64346
Mftrdnd
tradingview Claim
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
N/A N/A
64347
abhij1306
CodeWeave enables AI coding clients to inspect, edit, and validate a configured…
64348
fredericsuretat
Generates, audits, and tunes Docker Compose stacks inside Claude Code.
64349
MBAD753
hubspot-mcp Claim
A read-only MCP server that exposes HubSpot CRM data (contacts, deals, companie…
64350
sevaepsteyn
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
Showing 64301–64350 of 67291 servers