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164 results
GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Microsoft's official browser-automation MCP using Playwright's accessibility tree (no vision model).
Official Stripe server for payments, customers, subscriptions, invoices, and billing via natural language.
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.
Lets coding agents drive a real Chrome: automate input, read console and network, record performance traces.
Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
Pack any local or remote repository into one AI-ready file your agent can grep and read incrementally.
Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents.
Popular community server that feeds Figma layout data to coding agents via a Figma API token.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
One hosted MCP server for 2,800+ apps and 10,000+ tools, with Pipedream Connect managing OAuth for your users.
Official AWS Labs server that lets agents call any AWS API via the AWS CLI surface.
Official AWS Labs MCP server to manage and query S3 Tables (table buckets, namespaces, tables).
Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key.
Build, run, and debug iOS & macOS apps in Xcode from your AI coding agent.
Platform-agnostic mobile automation for iOS & Android — simulators, emulators, and real devices.
Connect MCP clients to a running JetBrains IDE (IntelliJ, PyCharm, WebStorm, Android Studio).
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Let AI agents launch the Godot editor, run projects, capture debug output, and edit scenes.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Connect Claude, Cursor & Windsurf to the Unity Engine for AI-driven game development in Editor and Runtime.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Read/write Postgres access plus index tuning, EXPLAIN plans, and database health analysis for AI agents.
Render Semiotic charts, validate configs, and get chart recommendations via MCP tool calls.
Lets agents read LinkedIn profiles, companies, jobs and messages through your own logged-in browser session.
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.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Grafana's official server for dashboards, Prometheus/Loki queries, alerts, and incidents.
Bring Azure DevOps context — work items, repos, pipelines, wikis, test plans — to your AI agents.
Connect AI assistants to the Unity Editor to manipulate scenes, GameObjects, assets, and run tests via MCP.
Popular community server wrapping kubectl and Helm for cluster management via natural language.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Official Apify MCP server — search and scrape the web via thousands of ready-made Actors; local or remote.
Multi-agent collaboration protocol: orchestrate specialized AI agents over MCP with a shared knowledge graph.
Token-efficient documentation search and reading for coding agents across public and private docs.
Official Qdrant server using a vector collection as semantic memory: store and find embeddings.
MathWorks' official server that lets agents start MATLAB, write and run code, lint scripts, and execute test files.
AI-powered discovery and documentation for the @reactuses/core React Hooks library.
Structural code navigation, persistent memory, and Bash output compaction for AI coding agents.
AI-friendly MCP server for the Notion API — find, read, query, and update Notion workspaces with compact, agent-ready responses.
Selenium WebDriver MCP server — cross-browser automation for Chrome, Firefox, Edge, and Safari.
Coinbase's AgentKit MCP extension for onchain actions: transfers, swaps, and contract calls.
Private metasearch via your own SearXNG instance — popular community MCP server for self-hosted search.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Let AI agents control a real web browser to browse, navigate, and extract data via browser-use + Playwright.
Next.js development tools for coding agents: runtime diagnostics, upgrades, docs, and Cache Components migration.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
Community server to manage Docker containers, images, volumes, and Compose stacks via agents.
Official Elastic server: list indices, read mappings, and search with Query DSL.
Shell and coding agent for Claude and other MCP clients with tightly integrated shell and file-editing tools.
Let AI agents open and manage secure HTTP/TCP/UDP tunnels to local services over stdio.
Deploy apps and folders to Google Cloud Run directly from MCP-compatible AI agents.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Connect AI agents to a LINE Official Account via the LINE Messaging API.
Generate Mermaid diagrams and charts with AI dynamically, exporting to SVG, PNG, base64, file, or shareable URLs.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
Give AI agents context of your dbt project — run dbt CLI, query the Semantic Layer, explore lineage, and manage jobs.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Control Figma from the terminal or as an MCP server — full read/write: create shapes, text, components, render JSX, export images.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
One command grammar to search and pivot across PubMed, ClinVar, ClinicalTrials.gov, and dozens of biomedical sources.
Make your meetings accessible to AI agents — let them join, talk, and act in Zoom, Meet & Teams calls in real time.
Doist's official Todoist MCP server — manage tasks, projects, and labels on your behalf.
Community server to manage Railway.app projects, services, and deployments via your agent.
Research-backed mentor layer that interrupts agent pattern inertia to prevent over-engineering and reasoning lock-in.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
Salesforce's official DX server: run SOQL, deploy and retrieve metadata, run Apex tests and manage orgs from your agent.
Official Kagi MCP server (Python/uvx) — privacy-first web search and URL/video summarization.
Official monday.com MCP server — agents create boards and items, update columns, and run GraphQL against your work OS.
Run model-generated code in a secure, isolated E2B cloud sandbox.
AI-powered Bazi (Chinese Four Pillars) calculator for accurate destiny and personality data.
Comprehensive Xcode integration for AI assistants: projects, builds, tests, simulators, SPM and CocoaPods.
VS Code extension exposing the editor's file, symbol, diagnostics and shell capabilities to MCP clients.
Official PostHog server: product analytics, feature flags, experiments, error tracking and SQL.
Run PromQL queries and analyze Prometheus metrics from any MCP client.
Netlify's official server to create, build, deploy, and manage Netlify sites from your agent.
Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents.
Offload large-context file analysis to 500+ OpenRouter models (up to 2M tokens) from any MCP agent.
Let AI agents generate audited smart contracts using OpenZeppelin Contracts libraries.
Gives agents Reddit read/write via PRAW: analyze users and subreddits, search posts, create posts and replies.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Give AI agents access to 200+ accessible KoliBri Web Component samples, specs, and docs over MCP.
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.
Box's official hosted MCP server for secure, OAuth-gated access to enterprise content in Box.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Official CoinGecko server for real-time and historical crypto prices, market data, and on-chain analytics.
Datadog's managed remote server: query logs, metrics, traces, monitors and incidents.
Bring Figma design data into your coding agent to implement designs the Flutter way.
Grounded access to the FLOX trading framework surface for AI coding agents.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Connect AI agents to crypto: wallets, swaps, DCA, limit orders, and staking on Solana.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
Community server bridging LLMs to 100+ crypto exchanges via the CCXT library for data and trading.
AI agents search, triage, comment, vote, and manage feedback & changelogs in Quackback.
AI-powered financial research over SEC filings, earnings calls, stock & crypto data, and prediction markets.
Webflow's official MCP server: agents manage CMS, pages and the live Designer canvas via OAuth at mcp.webflow.com.
Query Axiom logs and events with APL via Axiom's hosted remote MCP server.
Official VictoriaMetrics server: MetricsQL/PromQL queries plus embedded docs search.
50+ cryptocurrency technical indicators and trading strategies for AI agents, sourced from any ccxt exchange.
Get a second opinion in Claude Code: query Codex, Gemini, OpenCode and more, with structured multi-model deliberation.
Control a Freqtrade crypto trading bot through its REST API from any MCP-compatible AI agent.
Structured on-chain data: contract state, ABIs, source code, event logs, and transaction history.
Official Figma server that brings design context, variables, and components into AI coding tools.
Behavior regression gate for AI agents — snapshot behavior, diff tool calls, and catch silent regressions, exposed to Claude Code over MCP.
Native Safari browser automation for AI agents on macOS — 80 tools, your real logged-in browser, no Chrome.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Local MCP server that delegates coding tasks to specialized AI sub-agents (Codex, Claude, Cursor, Gemini) in parallel.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
Lets agents fetch, create and update Zendesk tickets and comments, with Help Center articles as a knowledge base.
Official Jenkins plugin that turns your controller into an MCP server — agents query jobs, trigger builds, read logs.
Databricks Labs server exposing Unity Catalog functions, vector search indexes and Genie spaces as agent tools.
Manage Heroku apps, dynos, add-ons, pipelines, and Postgres from your AI agent via the official Heroku CLI.
PagerDuty's official MCP server — agents triage incidents, manage on-call schedules, and query services from your IDE.
Official Buildkite MCP server to inspect pipelines, builds, jobs and tests and fix failed builds.
Bridge Dune Analytics on-chain query results to AI agents as CSV.
Give AI agents eyes and hands on any desktop via native accessibility APIs — no vision model required.
Search NPM, crates.io, NuGet, PyPI, Go registries and GitHub Security Advisories for up-to-date package info.
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.
Persistent code index + memory, semantic search & live telemetry for AI coding agents — 50x less context than grep.
Automate token swaps on Uniswap DEX across multiple blockchains for AI agents.
AI-friendly electronic signatures: create, edit, send, and manage Markdown-based contracts via the eSignatures.com API.
Give any coding agent instant semantic knowledge of your codebase — one tool call instead of 19, ~20x fewer tokens.
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
Universal interface between AI agents and Alibaba Cloud Hologres — query metadata, run SQL, diagnose performance.
Give AI agents control of your real Chrome browser with existing sessions, cookies, and logins.
Search, govern, and manage Atlan data catalog assets from AI agents via the Model Context Protocol.
Converts raw HTML into compressed, AI-readable page maps (97% token reduction) so agents can read and act on any web page.
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.
Compiler-accurate Java code analysis for AI agents, built on Eclipse JDT with 75 semantic tools.
Cross-chain and same-chain crypto swaps, fee estimation, and trade execution for AI agents via the deBridge protocol.
Let AI agents safely create and update Kubernetes applications via Cyclops Modules and templates.
Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation.
AI-powered architectural decision analysis and ADR management for AI coding assistants.
Scrape websites, search engines, eCommerce, and social media for AI agents via Decodo's Web Scraping API.
Retrieve from your Agentset RAG knowledge base directly inside Claude, Cursor, and other MCP clients.
Data scraping, document conversion, AI agents, and code execution via the Dumpling AI API.
Bioinformatics MCP server wrapping the gget toolkit for gene, sequence, structure, and enrichment queries.
Run arbitrary Python in a secure, throw-away sandbox from your LLM agent via a single run_code MCP tool.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.
Secrets management for AI agents via MCP — agents call your APIs without ever seeing the keys.
Control Kestra workflow orchestration — manage flows, executions, files, KV and more from your AI client.
Maven Central dependency intelligence for JVM build tools: versions, upgrades, CVEs, licenses, and POM-aware analysis.
Explore .NET assemblies, namespaces, types and NuGet packages via reflection so AI agents write accurate code.
Connect AI agents to OPC UA industrial systems to monitor, analyze, and control operational data in real time.
Points your AI agent to the most critical design issue in Java code so refactoring fixes what matters.
Debug Kubernetes & container workloads with eBPF kernel telemetry through an AI interface.
Control JetBrains TeamCity CI/CD — builds, tests, agents, and configs — from AI coding assistants.
Let AI agents run code inside live, stateful R sessions for real data-analysis workflows.
Connect AI agents to industrial IoT: read and write Modbus registers and coils over TCP, UDP, or serial.
Feed Jira ticket context to AI coding agents like Cursor and let them fix issues automatically.
Vercel's hosted OAuth server for inspecting projects, deployments, and logs from your AI client.
ClickUp's first-party hosted MCP server with OAuth for tasks, docs, comments, and reporting.
Shopify's official dev server: learn Shopify APIs, search docs, and validate GraphQL, Liquid and component code locally.
HubSpot's hosted MCP server: OAuth in, then agents read and write CRM contacts, deals, tickets and engagements.
Canva's hosted MCP server: agents create, edit, search and export Canva designs via OAuth at mcp.canva.com/mcp.
Give agents Pulumi powers: browse the provider registry, preview and deploy stacks, and search deployed resources.