MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65501
souzanahamza
FinMCP-Core Claim
Financial MCP server providing 15 tools for stock quotes, financials, risk metr…
65502
deja111vu
docuflow Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
N/A N/A
65503
Syfer-web
krexel-mcp Claim
MCP server for Krexel — ship and edit websites from any AI assistant that speak…
N/A N/A
65504
tugudush
A read-only MCP server that provides secure access to Bitbucket repositories, p…
65505
ICS-cz
clariBIcom Claim
clariBI is an AI-powered business intelligence platform that lets SaaS and ecom…
65506
chestnutforty
Provides backtesting-compliant financial data including company financials, his…
81
65507
ThreeFortyThree-Canada
Provides access to Canadian federal election data, enabling queries about ridin…
81
65508
Zhao73
A Codex/Claude Code plugin that spawns multiple analyst agents to research stoc…
N/A N/A
65509
shaxzodbek-uzb
Enables LLM agents to route responses as accept, verify, or ask-a-human based o…
N/A N/A
65510
pipeworx-io
Enables searching and querying Adams County, Colorado open geospatial datasets …
65511
parlay-run
Parlay Claim
Remote MCP server for prediction markets — search and compare live odds across …
65512
darkClaw921
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
65513
CreateWorkerAI
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
65514
tsiongk
Enables web and local search capabilities using the Brave Search API, allowing …
N/A N/A
65515
Dwolla
dwolla-mcp Claim
Enables AI agents to retrieve and analyze Dwolla payment platform data using na…
65516
pipeworx-io
Enables querying citizen-science species observations from iNaturalist via the …
65517
DeamonDev888
This MCP server enables remote control and management of Claude Code agents, al…
N/A N/A
65518
tkarim45
Enables LLMs to interact with a SQLite e-commerce database via safe, typed MCP …
N/A N/A
65519
sand1018
Converts Figma design data into structured semantic analysis JSON and screensho…
N/A N/A
65520
timjensgrossinger
switchyard Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
N/A N/A
65521
jigsgfx
Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission …
65522
tyson-swetnam
A Model Context Protocol server providing seamless access to the Hawaii Climate…
N/A N/A
65523
ALLY596
voice-mcp Claim
Enables AI assistants to generate speech with custom cloned voices via DashScop…
65524
sepfazeli
An MCP server that lets you log and query your own spending through natural con…
N/A N/A
65525
ahmedtawfeeq1
Enables AI coding agents to search, read, and write notes in an Obsidian vault …
N/A N/A
65526
KyaniteLabs
DialectOS Claim
Spanish dialect localization server and CLI. Translates and QA-checks across 25…
N/A N/A
65527
badchars
Cloud security audit tools for AI agents that provide direct access to cloud AP…
65528
michelebergo
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
N/A N/A
65529
a9lim
rlaif Claim
MCP server enabling AI agents to provide real-time positive and negative feedba…
65530
Reuben1987AI
Enables AI agents and LLMs to interact with Google Ads accounts, allowing searc…
65531
weichselbaum
A Model Context Protocol server for the Early time tracking API, enabling natur…
65532
opengraph
Opengraph Claim
Extract OpenGraph metadata, scrape website content, and take automated screensh…
81
65533
Star-Trails
An MCP server that searches the fearnation.club news archive at item-level gran…
65534
nicholaspsmith
Glancey Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
N/A N/A
65535
brandon-lane-xyz
Google Tasks MCP Server is a local MCP server that provides AI agents with full…
N/A N/A
65536
Fu-Jie
Provides an OpenAI-compatible gateway to the MiMo (Xiaomi) model series, with n…
65537
cbuntingde
A stateful MCP server that provides persistent memory, deterministic static ana…
N/A N/A
65538
smartaces
render_mcp Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
65539
osick
A local MCP server that exposes the SAIR Competition Public API as tools for MC…
65540
Zhangyoupeng1996
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
N/A N/A
65541
yyu0310
lark-mcp Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
N/A N/A
65542
namurokuro
Exposes 50+ Blender tools (object manipulation, materials, animation, etc.) via…
N/A N/A
65543
soulnai
Enables accessing and querying Dutch government open datasets from CBS and data…
65544
tmishra-sp
Three practical MCP tools to investigate agents, threads, and content trust sig…
65545
Ansvar-Systems
Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-tex…
65546
enelyse
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
N/A N/A
65547 N/A N/A 95
65548
evilUrge
puterMCP Claim
MCP server that bridges LLM environments with Puter's free image generation API…
N/A N/A
65549
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
65550
Orkules
Enables agents to efficiently explore and query GStreamer debug logs by loading…
N/A N/A
Showing 65501–65550 of 66394 servers