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155 results
Microsoft's official browser-automation MCP using Playwright's accessibility tree (no vision model).
Give your agent Microsoft's MarkItDown: convert PDFs, Office docs, images, and URLs into LLM-ready Markdown.
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Control Blender from Claude and other LLMs for prompt-assisted 3D modeling, scene creation, and asset generation.
Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents.
Create, manage, and query your InstantDB apps, schemas, permissions, and data from your AI editor.
AI-powered reverse engineering: bridge IDA Pro to LLMs for vibe reversing via MCP.
Lets LLMs reverse engineer binaries in Ghidra: decompile functions, rename symbols, trace imports, exports and xrefs.
Automate your existing browser with AI using your real profile, logged-in sessions, and stealth fingerprint.
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Platform-agnostic mobile automation for iOS & Android — simulators, emulators, and real devices.
Generate beautiful, modern UI components from natural-language descriptions inside your IDE.
Connect MCP clients to a running JetBrains IDE (IntelliJ, PyCharm, WebStorm, Android Studio).
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
Bulk Kubernetes port forwarding with an MCP server that lets AI assistants forward services, inspect pods, and monitor traffic.
Create, read, and modify Excel workbooks with your AI agent — no Microsoft Excel required.
Index local code into a graph database to give AI assistants deep, queryable code context.
Read/write Postgres access plus index tuning, EXPLAIN plans, and database health analysis for AI agents.
Give AI assistants full access to shadcn/ui v4 components, blocks, demos, and metadata across React, Svelte, Vue, and React Native.
Built-in MCP server for the open-source Kubernetes UI — lets AI assistants query and operate your cluster.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Manage serverless Postgres on Neon with natural language: projects, branches, migrations, and SQL.
Connect AI assistants to the Unity Editor to manipulate scenes, GameObjects, assets, and run tests via MCP.
Popular community GitLab MCP server for projects, MRs, issues, pipelines, wikis and releases.
Powerful Slack MCP with stdio/SSE/HTTP, DMs, group DMs and no-admin token auth
Turn Claude Desktop into a pair programmer that edits files, runs tests, and Git-versions every change.
Linear's official hosted MCP server — find, create, and update issues, projects, and comments.
Gives MCP-enabled clients semantic code tools: definition, references, rename, diagnostics, and more.
Computer-use MCP server that automates Windows desktop and browser apps via the accessibility tree.
Official MiniMax server for TTS, voice cloning, music, image, and video generation.
Secure, structured access to MySQL databases for AI clients — query, sample, and inspect schemas via MCP.
Popular no-API-key MCP server for DuckDuckGo web search plus page fetching and parsing.
Official Qdrant server using a vector collection as semantic memory: store and find embeddings.
Structural code navigation, persistent memory, and Bash output compaction for AI coding agents.
Control your entire Kubernetes infrastructure through natural language conversations with AI.
Your AI assistant's gateway to Google Sheets — read, write, format, and chart spreadsheets via MCP.
AI-driven mini Kubernetes dashboard with a built-in MCP server exposing 49 cluster operation tools
Safely run SQL, manage schema, call the Supabase Management API & Auth Admin from your IDE — with built-in safety controls.
Let AI agents control a real web browser to browse, navigate, and extract data via browser-use + Playwright.
Fetch web content as HTML, JSON, text, Markdown, readable article, or YouTube transcript.
Atlassian's official hosted MCP server for Jira and Confluence Cloud — search, create, update.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
Official Elastic server: list indices, read mappings, and search with Query DSL.
Generate Mermaid diagrams and charts with AI dynamically, exporting to SVG, PNG, base64, file, or shareable URLs.
Point at browser DOM elements with Option+Click and feed them as context to agentic coding tools via MCP.
Let AI assistants trade on MetaTrader 5 using natural language.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Let any LLM interactively debug your code in VS Code via breakpoints and expression evaluation.
Execute shell commands on remote Linux and Windows servers over SSH via MCP.
Cut Claude Code context usage 60-90% via caching, Brotli compression, and smart tool replacements.
Control Android devices with AI through the Model Context Protocol via ADB.
Give AI assistants structured access to MySQL, PostgreSQL, SQLite, Oracle, and TimescaleDB simultaneously.
Connect your LLM/MCP client to Binary Ninja for AI-assisted reverse engineering and malware analysis.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Interact with 60+ EVM chains: balances, transfers, contracts, ENS, and ABI fetching.
Comprehensive Xcode integration for AI assistants: projects, builds, tests, simulators, SPM and CocoaPods.
Analyze BloodHound Active Directory attack paths with natural language via 75+ Cypher-backed MCP tools.
Official PostHog server: product analytics, feature flags, experiments, error tracking and SQL.
Let LLMs create, search, update, and comment on Linear issues through the Model Context Protocol.
Run PromQL queries and analyze Prometheus metrics from any MCP client.
Local computer-vision image recognition and editing tools for AI assistants — crop, detect, OCR, remove background, all on-device.
Control iOS simulators with natural-language commands from your LLM, powered by Facebook's idb.
Offload large-context file analysis to 500+ OpenRouter models (up to 2M tokens) from any MCP agent.
Search, analyze, and manage Elasticsearch & OpenSearch clusters through MCP tools.
JetBrains IDE plugin exposing an MCP server so AI agents can use the IDE's indexing and refactoring.
Official Plane MCP server: manage projects, work items, cycles, modules, and initiatives from AI agents.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
MySQL CRUD plus anomaly analysis: SQL optimization, health checks, lock and index diagnostics, with role-based permissions.
Generate Apache ECharts charts locally from AI for chart generation and data analysis.
Natural-language queries to MySQL/PostgreSQL via XiYanSQL text-to-SQL
Bring Figma design data into your coding agent to implement designs the Flutter way.
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Let LLMs run shell commands and processes on the host machine via a single run_process tool.
Exposes VSCode language-server features (find usages, rename, go-to-definition) to AI coding assistants via MCP.
Give Claude access to all 200+ AWS services through the AWS CLI.
Securely execute whitelisted shell commands over MCP, with stdin, argv pipelines, timeouts, and audit logging.
Secure bridge between Claude.ai/Desktop and a self-hosted OpenClaw AI assistant, with OAuth2 and multi-instance routing.
Let LLMs query, inspect, and manage MongoDB databases through natural language.
Manage Confluent Cloud, Confluent Platform & Apache Kafka via natural language — 50+ tools across Kafka, Flink, Schema Registry & more.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Deep research for crypto tokens — free and fully local, across CoinGecko, DeFiLlama, and 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.
Webflow's official MCP server: agents manage CMS, pages and the live Designer canvas via OAuth at mcp.webflow.com.
Unified MCP hub that aggregates all your MCP servers into one connection, with knowledge, memory, and tools.
Query Axiom logs and events with APL via Axiom's hosted remote MCP server.
Official VictoriaMetrics server: MetricsQL/PromQL queries plus embedded docs search.
Expose any FHIR server or API as MCP tools to search, read, and write clinical data with SMART-on-FHIR auth.
Structured on-chain data: contract state, ABIs, source code, event logs, and transaction history.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
High-performance Go MCP server that lets AI assistants run SQL queries and explore data across a Trino cluster.
Official Twilio MCP exposing Twilio's public API — SMS, voice, messaging and more
Integrate the LLDB debugger with Claude via MCP for AI-assisted debugging sessions.
Community server generating images and SVG assets via Replicate's Flux models.
Official Jenkins plugin that turns your controller into an MCP server — agents query jobs, trigger builds, read logs.
Query distributed traces in Grafana Tempo with TraceQL (archived; Tempo now has embedded MCP).
Manage Heroku apps, dynos, add-ons, pipelines, and Postgres from your AI agent via the official Heroku CLI.
Official Buildkite MCP server to inspect pipelines, builds, jobs and tests and fix failed builds.
Official Recraft server for raster and vector image generation, vectorization, and editing.
Manage Keycloak identity and access — users, realms, clients, roles, groups, IDPs and auth — over MCP.
Real-time crypto token, DEX, and DeFi liquidity-pool data across 33+ blockchains. No API key required.
Manage Storyblok spaces, stories, components, assets, and workflows from your AI assistant.
Manage Redis Cloud subscriptions, databases, and tasks with natural language.
Persistent, interactive PTY terminal for AI agents over MCP — SSH, REPLs, password prompts, long-running jobs.
Expose actions from your connected Membrane integrations to AI agents as MCP tools.
Access Qiniu Cloud storage, smart multimedia, CDN, and live streaming from your AI client.
Context compaction for AI coders: token-efficient, AST-level code intelligence across 17+ languages.
Let AI models post notes and send Lightning zaps on the Nostr protocol.
Bring CodeLogic's software dependency and impact-analysis data into your AI coding assistant.
无需编码即可让大模型接入腾讯云对象存储 (COS) 与数据万象 (CI) 的存储与处理能力。
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
Control robots in ROS2 environments with natural language via topics, services, and actions.
Give AI assistants Roslyn semantic analysis and the Visual Studio Debugger via MCP — 41 tools.
Access S3, Azure Blob, Google Cloud Storage and many more storage services through one unified MCP interface.
Retrieve and analyze Ramp finance data (transactions, bills, reimbursements) via an in-memory SQLite ETL pipeline.
High-performance MCP server for compressing JPEG, PNG, WebP and AVIF images offline.
Render interactive charts, dashboards and KPI widgets directly inside your AI conversation.
Search, govern, and manage Atlan data catalog assets from AI agents via the Model Context Protocol.
Query genes, variants, chemicals, and taxa from BioThings.io (mygene, myvariant, mychem) in your AI client.
Converts raw HTML into compressed, AI-readable page maps (97% token reduction) so agents can read and act on any web page.
Let LLMs query Couchbase clusters, run SQL++, manage documents, and analyze query performance.
Manage your Alpaca stock and crypto portfolio, place trades, and access market data via MCP.
Describe a cloud architecture in English; get Terraform, cost estimates, and compliance checks across AWS/GCP/Azure.
Official remote MCP servers for the Infobip CPaaS platform — send SMS, WhatsApp, Email, Voice, run 2FA, and manage customer data.
Manage Kafka Schema Registry from Claude — register, evolve, compare, migrate, and export Avro schemas in plain language.
Compiler-accurate Java code analysis for AI agents, built on Eclipse JDT with 75 semantic tools.
Manage Label Studio projects, tasks, and model predictions from your MCP client via the label-studio-sdk.
Comprehensive Trello integration for Claude Desktop, Claude Code, Gemini CLI and other MCP clients — 19 tools for boards, cards and lists.
Official Cloudinary server to upload, transform, and manage media assets via natural language.
Let AI assistants fetch content from authenticated web pages via a real browser login.
Let AI agents safely create and update Kubernetes applications via Cyclops Modules and templates.
Bioinformatics MCP server wrapping the gget toolkit for gene, sequence, structure, and enrichment queries.
Manage Homebrew packages on macOS from Claude Desktop or Cursor — install, upgrade, search, and maintain.
Manage Kubernetes clusters and diagnose workload health via MCP.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.
Query and analyze GreptimeDB observability data (metrics, logs, traces) via SQL, TQL, and RANGE queries.
Let Claude and other LLMs manage your EduBase e-learning platform — create questions, schedule exams and analyze results.
Query and manage Algolia search indices from an agent: search, settings, analytics, A/B tests, and Recommend.
Query and explore YDB databases from any MCP-compatible LLM using natural language.
AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code.
Explore .NET assemblies, namespaces, types and NuGet packages via reflection so AI agents write accurate code.
Generate, validate, and optimize accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft surfaces.
Exposes build123d CAD operations as MCP tools so AI assistants can build, inspect, and iterate on 3D geometry interactively.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.
Feed Jira ticket context to AI coding agents like Cursor and let them fix issues automatically.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.
Wix's official hosted MCP: search Wix docs, generate platform code, and call real site APIs from your AI client.
Intercom's hosted MCP server: search and fetch conversations and contacts from your US workspace over OAuth.
Discord MCP with messaging, forums, reactions, webhooks and sampling support
Asana's official hosted MCP server (V2) for tasks, projects, and workspace analytics.
Plaid's official remote MCP server for integration diagnostics, analytics, and docs via OAuth.
Cognition's official remote MCP: AI-grounded docs and Q&A for any public GitHub repo — free, no auth.
Canva's hosted MCP server: agents create, edit, search and export Canva designs via OAuth at mcp.canva.com/mcp.