MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 10 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68401 |
SNAP MCP Server
Claim
A Model Context Protocol server that parses code, documents, data, and config f…
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| 68402 |
creativity-engine-mcp
Claim
creativity-engine-mcp MCP server by MEOK AI Labs
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| 68403 |
Fetch MCP Server
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Enables LLMs to fetch and extract web content using browser automation, OCR, an…
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| 68404 |
test
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| 68405 |
Avalara Returns
Claim
Provides access to Avalara Global Returns API for tax returns, filing calendars…
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| 68406 |
mcp-finance
Claim
MCP server for capturing and classifying daily expenses, built with Node.js and…
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| 68407 |
BRYDGE
Claim
Checks whether an agent's actions actually happened, against the destination's …
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| 68408 |
Xray MCP Server
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Manages Xray test cases, executions, and reports through natural language comma…
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| 68409 |
Nouz
Claim
Semantic knowledge engine for Obsidian with auto-classification and DAG hierarc…
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| 68410 |
PakBus
Claim
Bus and metro journeys, departures, routes, fares and service changes in Pakist…
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| 68411 |
googlecalendar-mcp
Claim
A Model Context Protocol (MCP) server for managing Google Calendar events.
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| 68412 |
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…
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| 68413 |
Sundr Repair Advisor
Claim
Repair or replace? Get device repair costs, local shops, trade-in values.
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| 68414 |
Create and update subscription calendars from ChatGPT, Claude, or Codex.
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| 68415 |
heropen
Claim
A local memory server for AI agents that stores and retrieves information via M…
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| 68416 |
job-description-ai-mcp
Claim
job-description-ai-mcp MCP server by MEOK AI Labs
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| 68417 |
feedbagel-mcp
Claim
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
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| 68418 |
z-image-mcp
Claim
Enables text-to-image generation using Z Image models via RunAPI, with task man…
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| 68419 |
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
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| 68420 |
Chef-Agent
Claim
A streaming AI cooking assistant that uses MCP tools and Neo4j knowledge graph …
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| 68421 |
woodpecker-mcp
Claim
Exposes a materialized service dependency graph as an MCP toolset for persisten…
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| 68422 |
mcp-sing
Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
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| 68423 |
ai-google-analytics-mcp
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Provisions Google Analytics 4 for local AI/web projects by creating properties …
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| 68424 |
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
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| 68425 |
YouTube MCP Server
Claim
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
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| 68426 |
WordPress MCP Server
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Enables AI agents to manage WordPress sites through the WordPress REST API, sup…
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| 68427 |
Finance Agent MCP Server
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MCP server for personal finance management and investment tracking with real-ti…
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| 68428 |
mcp
Claim
Sendar application email: inspect setup, preview, send and check delivery.
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| 68429 |
appstore-release-mcp
Claim
An MCP server that drives the full App Store release cycle for iOS and macOS ap…
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| 68430 |
slop-mcp
Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
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| 68431 |
LPSignal
Claim
Uniswap/PancakeSwap/Aerodrome LP pools and price ranges ranked by net APR after…
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| 68432 |
sharedoc-mcp
Claim
Share agent-generated Markdown as links — GitHub gists today, your own server t…
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| 68433 |
ASTRA MCP Server
Claim
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN, consciousness proxi…
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| 68434 |
ibkr-mcp
Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
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| 68435 |
claude-code
Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
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| 68436 |
Kommo CRM MCP Server
Claim
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
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| 68437 |
mcp-feedback-pipe
Claim
Web-based feedback collection tool for MCP environments with Markdown, Mermaid …
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| 68438 |
Postgres AIops
Claim
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analy…
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| 68439 |
opendrive-mcp-server
Claim
Enables querying OpenDRIVE road network files through structured MCP tools for …
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| 68440 |
qiaomu-llm-mcp
Claim
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
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| 68441 |
signallabs-mcp
Claim
Competitive Intelligence MCP: generate AI battlecards, track competitors, monit…
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| 68442 |
Fusion MCP
Claim
A local stdio MCP server providing read-only access to Oracle Fusion/ERP Cloud …
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| 68443 |
notmuchproxy
Claim
Enables LLMs to search and read email from a notmuch archive, providing tools f…
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| 68444 |
InsightSocial
Claim
Live public data from TikTok, LinkedIn, YouTube, X, Reddit and 17 more networks…
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| 68445 |
gmail-mcp6
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| 68446 |
Bolsai
Claim
Provides Brazilian financial market data including stock prices, fundamentals, …
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| 68447 |
bolthub Marketplace
Claim
Discover and call every paid API on the bolthub marketplace with automatic L402…
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| 68448 |
Finnhub MCP Server
Claim
Connects Claude Desktop to real-time stock market data via Finnhub API, enablin…
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| 68449 |
securityscorecard-mcp
Claim
Community-built, comprehensive MCP server for the SecurityScorecard API (unoffi…
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| 68450 |
Box MCP Server
Claim
Enables Large Language Models to securely interact with Box cloud storage, incl…
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