MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65501 |
FinMCP-Core
Claim
Financial MCP server providing 15 tools for stock quotes, financials, risk metr…
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| 65502 |
docuflow
Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
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| 65503 |
krexel-mcp
Claim
MCP server for Krexel — ship and edit websites from any AI assistant that speak…
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| 65504 |
Bitbucket MCP Server
Claim
A read-only MCP server that provides secure access to Bitbucket repositories, p…
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| 65505 |
clariBIcom
Claim
clariBI is an AI-powered business intelligence platform that lets SaaS and ecom…
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| 65506 |
Provides backtesting-compliant financial data including company financials, his…
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| 65507 |
Provides access to Canadian federal election data, enabling queries about ridin…
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| 65508 |
alphacouncil-agent
Claim
A Codex/Claude Code plugin that spawns multiple analyst agents to research stoc…
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| 65509 |
mcp-confidence
Claim
Enables LLM agents to route responses as accept, verify, or ask-a-human based o…
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| 65510 |
mcp-arcgis-adamscounty
Claim
Enables searching and querying Adams County, Colorado open geospatial datasets …
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| 65511 |
Parlay
Claim
Remote MCP server for prediction markets — search and compare live odds across …
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| 65512 |
fast-bitrix24-mcp
Claim
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
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| 65513 |
@createworker/mcp
Claim
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
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| 65514 |
brave-search-mcp
Claim
Enables web and local search capabilities using the Brave Search API, allowing …
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| 65515 |
dwolla-mcp
Claim
Enables AI agents to retrieve and analyze Dwolla payment platform data using na…
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| 65516 |
mcp-inaturalist
Claim
Enables querying citizen-science species observations from iNaturalist via the …
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| 65517 |
Claude-Code MCP Runner
Claim
This MCP server enables remote control and management of Claude Code agents, al…
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| 65518 |
mcp-analytics-server
Claim
Enables LLMs to interact with a SQLite e-commerce database via safe, typed MCP …
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| 65519 |
figma-context-mcp-server
Claim
Converts Figma design data into structured semantic analysis JSON and screensho…
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| 65520 |
switchyard
Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
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| 65521 |
Hermes MCP Bridge
Claim
Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission …
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| 65522 |
HCDP MCP Server
Claim
A Model Context Protocol server providing seamless access to the Hawaii Climate…
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| 65523 |
voice-mcp
Claim
Enables AI assistants to generate speech with custom cloned voices via DashScop…
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| 65524 |
An MCP server that lets you log and query your own spending through natural con…
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| 65525 |
Loredex MCP Server
Claim
Enables AI coding agents to search, read, and write notes in an Obsidian vault …
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| 65526 |
DialectOS
Claim
Spanish dialect localization server and CLI. Translates and QA-checks across 25…
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| 65527 |
cloud-audit-mcp
Claim
Cloud security audit tools for AI agents that provide direct access to cloud AP…
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| 65528 |
Logic Analyzer AI MCP
Claim
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
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| 65529 |
rlaif
Claim
MCP server enabling AI agents to provide real-time positive and negative feedba…
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| 65530 |
google-ads-mcp
Claim
Enables AI agents and LLMs to interact with Google Ads accounts, allowing searc…
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| 65531 |
Early MCP Server
Claim
A Model Context Protocol server for the Early time tracking API, enabling natur…
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| 65532 |
Opengraph
Claim
Extract OpenGraph metadata, scrape website content, and take automated screensh…
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| 65533 |
fearnation-mcp
Claim
An MCP server that searches the fearnation.club news archive at item-level gran…
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| 65534 |
Glancey
Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
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| 65535 |
Google Tasks MCP Server is a local MCP server that provides AI agents with full…
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| 65536 |
MiMo Free API MCP
Claim
Provides an OpenAI-compatible gateway to the MiMo (Xiaomi) model series, with n…
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| 65537 |
smart-coding-mcp
Claim
A stateful MCP server that provides persistent memory, deterministic static ana…
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| 65538 |
render_mcp
Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
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| 65539 |
SAIR MCP Server
Claim
A local MCP server that exposes the SAIR Competition Public API as tools for MC…
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| 65540 |
COMSOL MCP Server
Claim
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
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| 65541 |
lark-mcp
Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
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| 65542 |
Blender MCP Server
Claim
Exposes 50+ Blender tools (object manipulation, materials, animation, etc.) via…
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| 65543 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
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| 65544 |
agentscore-mcp
Claim
Three practical MCP tools to investigate agents, threads, and content trust sig…
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| 65545 |
Icelandic Law MCP
Claim
Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-tex…
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| 65546 |
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
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| 65547 |
my-mastra-app
Claim
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| 65548 |
puterMCP
Claim
MCP server that bridges LLM environments with Puter's free image generation API…
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| 65549 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 65550 |
GStreamer Logs MCP
Claim
Enables agents to efficiently explore and query GStreamer debug logs by loading…
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