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54 results
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
Self-hosted MCP server for Jira and Confluence Cloud and Server/Data Center.
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
Read/write Postgres access plus index tuning, EXPLAIN plans, and database health analysis for AI agents.
Search, download, and read arXiv research papers from your AI assistant via MCP.
Give AI assistants full access to shadcn/ui v4 components, blocks, demos, and metadata across React, Svelte, Vue, and React Native.
Official MongoDB server connecting Atlas, Community, or Enterprise deployments to AI tools.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Secure, structured access to MySQL databases for AI clients — query, sample, and inspect schemas via MCP.
Connect AI to Jupyter Notebooks in real-time — run cells, read outputs, and manage multiple notebooks.
把腾讯云 CloudBase 接入 AI IDE，让 AI 生成的应用从提示词一键部署上线。
Control your entire Kubernetes infrastructure through natural language conversations with AI.
AI-driven mini Kubernetes dashboard with a built-in MCP server exposing 49 cluster operation tools
Deploy apps and folders to Google Cloud Run directly from MCP-compatible AI agents.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Community server to manage Railway.app projects, services, and deployments via your agent.
Deploy HTML, folders, or full-stack projects to Tencent EdgeOne Pages and get a public URL.
Golang-based MCP server connecting to Kubernetes — list, get, create and modify resources, read logs, run commands.
Netlify's official server to create, build, deploy, and manage Netlify sites from your agent.
Local computer-vision image recognition and editing tools for AI assistants — crop, detect, OCR, remove background, all on-device.
Control and query Home Assistant from Claude and other LLMs over the Model Context Protocol.
Search, analyze, and manage Elasticsearch & OpenSearch clusters through MCP tools.
Manage multiple SSH servers from Claude Code or OpenAI Codex — execute commands, transfer files, backups, DB ops, health monitoring.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
Extract text, images, and metadata from local or URL PDFs as structured output, dir-confined.
Official Dynatrace server: run DQL over logs, events, spans and metrics.
Official Portainer MCP server: manage Docker, Kubernetes, and GitOps environments via the Portainer REST API.
Manage Confluent Cloud, Confluent Platform & Apache Kafka via natural language — 50+ tools across Kafka, Flink, Schema Registry & more.
Multi-cluster Kubernetes MCP server with 59 tools for resources, pods, nodes, deployments and YAML.
Kubernetes MCP server: manage cluster resources and Helm releases through MCP tools, with fine-grained write controls.
AI agents search, triage, comment, vote, and manage feedback & changelogs in Quackback.
Operate Alibaba Cloud resources (ECS, VPC, RDS, OSS, CloudMonitor, OOS) from AI assistants via MCP.
MCP server for OpenAI GPT-4o / gpt-image-1 image generation and editing.
Discord MCP for messaging, channel/forum management, reactions and webhooks
Connect AI to Last9 production observability: logs, metrics, traces, exceptions and alerts.
Query distributed traces in Grafana Tempo with TraceQL (archived; Tempo now has embedded MCP).
DigitalOcean's App Platform MCP: deploy apps, tail logs, roll back. Archived — superseded by mcp-digitalocean.
Manage Heroku apps, dynos, add-ons, pipelines, and Postgres from your AI agent via the official Heroku CLI.
Query New Relic via NerdGraph: entity search, NRQL, deployments and infrastructure.
Manage Keycloak identity and access — users, realms, clients, roles, groups, IDPs and auth — over MCP.
Official Flowbite MCP server: access 60+ Tailwind CSS components, generate branded themes, and convert Figma to code.
Bring CodeLogic's software dependency and impact-analysis data into your AI coding assistant.
Universal interface between AI agents and Alibaba Cloud Hologres — query metadata, run SQL, diagnose performance.
Search, govern, and manage Atlan data catalog assets from AI agents via the Model Context Protocol.
Query and manage SingleStore workspaces, jobs, notebooks, and Stage files in natural language.
Context-aware knowledge base for Klever blockchain smart-contract development on the Klever VM SDK.
Let AI agents safely create and update Kubernetes applications via Cyclops Modules and templates.
AI-powered architectural decision analysis and ADR management for AI coding assistants.
Manage Kubernetes clusters and diagnose workload health via MCP.
Query and analyze GreptimeDB observability data (metrics, logs, traces) via SQL, TQL, and RANGE queries.
Vercel's hosted OAuth server for inspecting projects, deployments, and logs from your AI client.