oci MCP Servers

💬 mcp

The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.

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Communication180

🛠️ Rigol DHO824 Oscilloscope

Control and query Rigol DHO824 oscilloscope for waveform capture and measurements

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Developer Tools84

🤖 druid-mcp-server

AI-powered MCP server for Apache Druid cluster management and analytic

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AI & Machine Learning49

🛠️ GitHub

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

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Developer Tools31

☁️ sonarqube-mcp-server

An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.

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Cloud & Infrastructure20

🛠️ mcp-victoriametrics

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

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Developer Tools18

🛠️ mcp-victoriatraces

MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation

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Developer Tools15

🔍 codealive-mcp

Semantic code search and analysis from CodeAlive for AI assistants and agents.

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Search & Web Scraping14

🛠️ mcp-victorialogs

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

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Developer Tools12

🛠️ SHAFT MCP

Web automation and testing server using SHAFT Engine (Selenium-based)

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Developer Tools11

🛠️ Unity-MCP

Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

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Developer Tools10

🛠️ mcp-victoriametrics

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

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Developer Tools8

🛠️ mcp-vmanomaly

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

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Developer Tools8

🛠️ GitHub

Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

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Developer Tools8

🛠️ The MCP server for GoReleaser

GoReleaser MCP server

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Developer Tools8

🔍 workflowy

Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms

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Search & Web Scraping7

🛠️ SigNoz MCP Server

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

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Developer Tools6

🛠️ mcp-vmanomaly

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

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Developer Tools6

🛠️ Apollo MCP Server

MCP server that exposes GraphQL operations as tools for AI models.

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Developer Tools6

🛠️ yutu

A fully functional MCP server and CLI for YouTube

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Developer Tools6

🗄️ MCP Toolbox for Databases

MCP Toolbox for Databases enables your agent to connect to your database.

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Database6

🛠️ mcp-grafana

An MCP server giving access to Grafana dashboards, data and more.

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Developer Tools6

🛠️ BoardGameGeek MCP Server

BoardGameGeek MCP server providing access to BGG API data through standardized tools

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Developer Tools6

💬 JMAP Email

Email management via JMAP — mailboxes, messages, identities, and Sieve scripts

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Communication6

🤖 spotdb

Ephemeral data sandbox for AI workflows with guardrails and security

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AI & Machine Learning5

🤖 HAPI MCP Server

HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assistants

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AI & Machine Learning5

🗄️ QueryWeaver

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

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Database5

🛠️ maven-tools-mcp

JVM dependency intelligence for AI assistants via Maven Central

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Developer Tools5

☁️ Factry Historian MCP

MCP server for querying Factry Historian.

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Cloud & Infrastructure4

🔌 PingZen Uptime Monitoring

Monitor websites, APIs and services with 44 tools across 22 protocols

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Other4

🛠️ AccuWeather MCP

MCP server providing weather tools with data sourced from AccuWeather.

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Developer Tools4

🛠️ testkube-mcp

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

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Developer Tools4

🛠️ Just MCP Server

Expose curated Justfile recipes via MCP for safe deterministic automation.

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Developer Tools3

🛠️ NanoPDF

AI-powered PDF editing and generation MCP server using Gemini Pro.

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Developer Tools3

🛠️ Red Hat Lightspeed MCP

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

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Developer Tools3

🛠️ i18n-agent-action

An i18n github action for language translate

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Developer Tools3

🛠️ vulnicheck

HTTP MCP Server for comprehensive Python vulnerability scanning and security analysis.

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Developer Tools3

🛠️ fabric-atelier

AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation.

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Developer Tools3

☁️ Terraform

Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

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Cloud & Infrastructure3

🗄️ ArcadeDB MCP Server

Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)

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Database2

🔍 Connapse

Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

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Search & Web Scraping2

🛠️ NotifyHub — Unified Notification MCP Server

Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate.

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Developer Tools2

🛠️ Digilent WaveForms MCP Server

MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).

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Developer Tools2

🛠️ sigrok MCP Server

Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.

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Developer Tools2

☁️ Copilot Memory MCP

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

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Cloud & Infrastructure2

🛠️ frostbyte

MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, and more

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Developer Tools2

🔍 searxng-mcp

MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol

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Search & Web Scraping2

🛠️ Arm MCP Server

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

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Developer Tools2

🛠️ clappia-mcp

An MCP server that provides Clappia workspace, forms, workflows, submissions, and analytics

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Developer Tools2

🛠️ go-unifi-mcp

Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firewall

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Developer Tools2

🛠️ MCP Scaleway Functions

Unofficial MCP Server for Scaleway Serverless Functions

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Developer Tools2

☁️ mcp-docker-release-information

MCP server providing Docker Desktop release notes and security information.

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Cloud & Infrastructure2

🛠️ EchoVault Memory

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

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Developer Tools2

🔍 tidal-mcp

MCP server for TIDAL - search tracks, manage playlists, and get personalized recommendations

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Search & Web Scraping2

🛠️ gotify-mcp

MCP server for Gotify push notifications - send messages and manage apps/clients.

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Developer Tools2

🗄️ ChromaDB Remote MCP Server

Remote ChromaDB vector database MCP server with streamable HTTP transport

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Database2

🔍 memory-journal-mcp

Developer journal with knowledge graphs, relationships, Git context, and semantic search

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Search & Web Scraping2

🗄️ PostgreSQL MCP Server

Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations

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Database2

🔍 GitLab Documentation MCP Server

Searchable access to GitLab documentation from multiple repositories with full-text search.

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Search & Web Scraping2

🔍 MediaWiki

Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.

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Search & Web Scraping2

🛠️ nordic-registry-mcp-server

Access Nordic business registries (Norway, Denmark, Finland, Sweden). 23 tools.

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Developer Tools2

🛠️ buildkite-mcp-server

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

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Developer Tools

🔍 mcp-factcheck

An MCP server that validates content against MCP specification using semantic search and AI

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Search & Web Scraping

🛠️ mcp-croit-ceph

MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generation

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Developer Tools

🛠️ axe MCP Server

Official MCP server for Axe DevTools for Web.

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Developer Tools

🛠️ mcp-sse-demo-02

Spring Boot MCP 服务器（示例占位描述），通过 GHCR 以 OCI 镜像发布至 MCP Registry。

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Developer Tools

🛠️ mcp

MCP server exposing Hummingbot API for automated multi-exchange trading

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Developer Tools

🗄️ Polyglot Database MCP

Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra, and more

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Database

🛠️ Polyglot SSG MCP

Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, and more

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Developer Tools

🛠️ vikunjamcp

An MCP server that provides access to Vikunja, a self-hosted task management solution.

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Developer Tools

🛠️ monkeymcp

MCP server providing monkey data, journeys, and location services for various monkey species.

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Developer Tools

🔍 Cairn

Persistent memory for AI agents and humans. Store, search, and discover patterns.

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Search & Web Scraping

🔍 websharp

Search the web and extract article text for LLMs.

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Search & Web Scraping

🛠️ cybersim-pro

Cybersecurity training, simulation, and incident response MCP server

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Developer Tools

🛠️ pmwiki-mcp

MCP server for searching and reading PmWiki pages with text queries and group filtering.

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Developer Tools

🛠️ shell-use

Let agents use the shell like a human.

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Developer Tools

🛠️ Bug Detector

Analyzes code for bugs, security vulnerabilities, and code smells

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Developer Tools

💬 Parse-DMARC MCP Server

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

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Communication

🗄️ mysql-mcp

Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment

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Database

🛠️ coda

Interact with Coda.io documents, tables, and rows via the Coda API

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Developer Tools

🛠️ ROOT MCP Server

ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).

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Developer Tools