Hugging Face's official MCP server — search the Hub's models, datasets and Spaces, read repository files, and call thousands of Gradio applications as tools from one remote endpoint.
MCP Servers
60 Model Context Protocol servers that extend what your AI agent can reach.
Browse all MCP servers
Docusign's official hosted MCP server: query, send and track agreements from any MCP client using your own account permissions.
Qase test management over MCP: 36 task-oriented tools for cases, runs, results, defects and QQL search, hosted at mcp.qase.io or self-run with your own API token.
Arm's official MCP server for porting and tuning software on Arm — semantic docs search, codebase migration scanning, container architecture checks and LLVM-MCA assembly analysis.
Official AntV MCP server that turns a description of your data into a rendered chart — 26 visualization types from bar and line to sankey, mind-map, fishbone and geographic maps.
ClickHouse's observability MCP server — investigate logs, traces and metrics with semantic tools rather than raw SQL, hosted or self-hosted.
Context-compression MCP server that shrinks tool outputs, logs, files and RAG chunks before they reach the model, cutting 60-95% of tokens on JSON payloads.
Aave's official MCP server: live V3 and V4 markets, wallet positions and health factor, DAO governance, and unsigned transactions your own wallet signs.
Vanta's official remote MCP server — query controls, tests, vendors, vulnerabilities and policies across SOC 2 and ISO 27001, and remediate failing tests from your agent.
Attio's official hosted MCP server — search, read and write your CRM records, lists, notes, tasks, meetings and emails from any MCP client over OAuth.
Turso's hosted MCP server — manage Turso Cloud databases, branch them point-in-time and run SQL from a coding agent, authorised over OAuth with no API token to paste.
Google's official Firebase MCP server — 70+ tools across Firestore, Auth, Crashlytics, Cloud Functions, Storage, Messaging and Remote Config, shipped inside the Firebase CLI.
Persistent memory for coding agents as a single Go binary — SQLite and FTS5 behind MCP, an HTTP API, a CLI and a TUI, with no Node, Python or Docker required.
Give a coding agent a live feedback loop on real mobile, TV and desktop apps — inspect, tap, type and capture evidence on iOS, Android and HarmonyOS over MCP or a CLI.
The official W&B MCP server: query experiment runs, Weave LLM traces, artifacts and registries in natural language, and write findings back as a W&B report.
Nutanix's official open-source MCP server: 1,000+ Prism Central V4 API operations across 19 namespaces, read-only by default and audit-logged.
InfluxData's official MCP server for InfluxDB 3 — schema discovery, bounded SQL and InfluxQL queries, line-protocol writes and token administration across Core, Enterprise and Cloud.
Fireflies.ai's official remote MCP server — 19 tools for searching meeting transcripts and summaries, pulling action items and analytics, and cutting soundbites from recorded calls.
Mixpanel's official hosted MCP server — 80+ tools for querying product analytics, building boards, managing cohorts and metrics, and reading session replays.
ClickUp's official remote MCP server — around 40 tools across tasks, search, Docs, Chat and time tracking, over OAuth 2.1 with PKCE.
Replicate's official MCP server: search thousands of hosted models, read their schemas, and run predictions on image, video, audio and language models from inside an agent.
X's own hosted MCP server: full-archive post search, user and timeline lookup, trends, bookmarks and article drafting, under your account's permissions.
Hugging Face's official remote MCP server — search and inspect models, datasets and Spaces, browse the Hub filesystem over hf:// URIs, and turn Gradio Spaces into callable tools.
Tableau's own MCP server — query published data sources, explore workbooks and views, and render live vizzes inside an AI client.
Official MCP server for Meilisearch — create and configure indexes, add documents, run hybrid and semantic searches, and manage API keys and tasks through conversation.
Official Xero MCP server that lets an agent read and write a real accounting ledger — invoices, contacts, payments, payroll timesheets and financial reports — over the Xero API.
Metabase's built-in MCP server — search, query and visualise your BI data through the semantic layer, scoped to the connecting person's existing Metabase permissions.
Zoom's official hosted MCP server — semantic meeting search, AI Companion summaries, transcripts, recordings, and cross-Zoom search over Team Chat, Canvas and My Notes.
Resend's official MCP server for transactional and marketing email — send, schedule and batch messages, manage templates, contacts, broadcasts, automations, domains and suppressions from an agent.
Amplitude's official hosted MCP server with 50+ tools over analytics, cohorts, experiments, feature flags, taxonomy and session replay, secured by OAuth and existing RBAC roles.
Miro's official hosted MCP server at mcp.miro.com — let agents search and summarise boards, build them, generate diagrams and act on comments, on any Miro plan.
Postman's official MCP server — reach your workspaces, collections, specs and environments from Claude Code, Cursor, VS Code or Copilot, in four tool tiers.
Drive live Jupyter notebooks from an agent — read and edit cells, execute code, see rich outputs, and run against local JupyterLab or a cloud sandbox.
Google's own remote MCP endpoints for Gmail, Drive, Docs, Sheets, Slides, Calendar, Chat and People — OAuth 2.0, hosted by Google, no server to run.
AWS's managed MCP server: call any AWS API, run sandboxed Python against your account, and load AWS agent skills on demand — under IAM, CloudWatch and CloudTrail.
Indexes the coding-agent sessions already sitting on your disk — months of history from before you installed it — and serves them back over MCP. 3.5 GB searched in ~1.5 ms, no LLM, no embeddings.
Google's official MCP server for driving the gcloud CLI from natural language, with allowlist and denylist controls over which commands an agent may run.
Weaviate's MCP server, built into the database itself — hybrid search, schema inspection, tenant listing and batch upserts at /v1/mcp, scoped by RBAC.
Zapier's official hosted MCP server, exposing actions across 8,000+ connected apps as agent tools — with you choosing exactly which actions each server may perform.
Microsoft's official MCP server for Azure DevOps - work items, repos, pipelines, wikis, test plans and iterations, reachable from any MCP client in plain language.
Semantic code toolkit for coding agents — symbol-level search, editing and refactoring backed by language servers or the JetBrains platform.
GitLab's own MCP server — issues, merge requests, CI/CD pipelines, job logs, wikis and semantic code search over an OAuth-authorised HTTP endpoint.
Platform-agnostic MCP server that drives iOS and Android apps on simulators, emulators and real devices through the accessibility tree rather than screenshots.
Google's open-source MCP server for enterprise databases — one binary that fronts AlloyDB, BigQuery, Spanner, Postgres, MySQL, Oracle, MongoDB, Snowflake and more.
Datadog's official managed MCP server — query logs, metrics, traces, incidents and dashboards from an AI agent, inside your existing Datadog permissions.
Official Grafana MCP server: search and edit dashboards, query Prometheus, Loki and Pyroscope, and work with alerts, incidents and on-call from an agent.
Official read-only MCP server for HackerOne bug bounty reports, programs, and remediation data.
A proxy that lets local-only MCP clients connect to remote servers, handling OAuth and transport differences.
Control Blender from an AI client — build scenes, apply materials, and run Python against the live session.
Run AI-generated code safely in an isolated cloud sandbox, with results returned as data rather than text.
ElevenLabs' official MCP server — generate speech, clone voices, transcribe audio, and build voice agents.
Apify's official MCP server — turn thousands of ready-made scrapers into tools your assistant can call.
Browserbase's official MCP server — cloud browser automation with Stagehand's natural-language actions.
Read and post to Slack from an AI client — channels, threads, reactions, and user lookup.
A universal database MCP server — one integration for PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB.
MongoDB's official MCP server — query databases, explore schemas, and manage Atlas clusters from an AI client.
Structured, format-preserving file editor for agents: JSON/YAML/TOML, markdown, and AST-aware code edits, transactional across files.
Private, self-hosted web search for AI assistants via SearXNG, with pagination, filters, and URL-to-markdown reading.
Official instance-level MCP server that lets AI agents discover, run, and edit workflows on your n8n instance.
Official Figma server that gives AI coding agents direct access to Figma design files for design-to-code work.
MCP categories
Browse servers by the systems they connect to.
Web & Search
26Web search, scraping, and live content.
Productivity
44Docs, tasks, and team collaboration.
Payments & Commerce
16Payments, billing, and commerce.
Files & Storage
7Read and write files and storage.
Developer Tools
111Coding, repos, and browser automation.
Databases & Data
55Query databases and persist memory.
Cloud & Infrastructure
44Cloud platforms and observability.







