MCP servers

Editors’ pick

Local context compression for agents: tool outputs, logs, files and RAG chunks shrink before reaching the LLM. Proxy, CLI, library and MCP

MCP serverHigh risk72.2K
Editors’ pick

The Chrome DevTools team's official MCP server: the agent drives a live Chrome, reads network and console, and records performance traces

MCP serverMedium risk52K
Editors’ pick

Indexes a codebase into a knowledge graph and gives the agent call chains, change blast radius and code search over MCP

MCP serverMedium risk47.3K
Editors’ pick

Microsoft's official MCP server for driving a browser with Playwright through the accessibility tree, no screenshots needed

MCP serverMedium risk37.1K
Editors’ pick

An MCP server that gives the agent simplified Figma layout data from a link so it can build the screen more accurately than from a screenshot

MCP serverMedium risk15.9K
Editors’ pick

AWS's official MCP server suite: docs, IaC, containers, serverless, databases, cost and monitoring

MCP serverHigh risk9.7K

Firebase MCP Server

Firebase CLI and MCP Server

Editors’ pick

Official Firebase MCP server from the Firebase CLI: projects, Firestore, Auth, Crashlytics, Remote Config and function logs

MCP serverHigh risk4.5K
Editors’ pick

Official Tavily MCP server: real-time web search, page content extraction, site mapping and crawling

MCP serverMedium risk2.4K
Editors’ pick

An MCP server for GitLab and self-hosted instances: projects, merge requests, issues, pipelines, wiki and releases

MCP serverHigh risk2K
Editors’ pick

Google Cloud MCP servers: gcloud commands, logs and metrics, Cloud Storage and Backup and DR

MCP serverHigh risk903
Editors’ pick

Salesforce's official DX MCP server: work with orgs, metadata, data, users and Apex tests from your agent

MCP serverHigh risk469
Editors’ pick

Yandex Cloud's official MCP server set: documentation, search, app deployment, serverless functions, containers and a data catalog

MCP serverHigh riskRussian stack44

An open-source Claude Design alternative that builds prototypes, decks, dashboards and video through your local agents

MCP serverHigh risk96.2K

Control the Unity Editor from an agent over MCP: scenes and objects, C# scripts, assets, tests, profiling and builds

MCP serverHigh risk14.2K

A remote MCP server that gives the agent docs and code of any public GitHub repository with nothing to install

MCP serverMedium risk8.4K

Console, network, screenshots and Lighthouse audits from your open Chrome session to the agent via a DevTools extension

MCP serverHigh risk7.3K

An MCP server to drive iOS and Android: simulators, emulators and real devices via accessibility trees and screenshots

MCP serverHigh risk6.7K

A community Playwright MCP server: browser automation, screenshots, device emulation and test code generation

MCP serverMedium risk5.6K

A Unity plugin with an MCP server, skills and CLI: the agent drives scenes, assets, scripts and tests in the Unity Editor

MCP serverHigh risk4.3K

A local codebase index for agents: hybrid search, dependency graphs and change impact analysis

MCP serverMedium risk3.3K

An MCP server for Anki: conversational card review, note creation, decks, note types and statistics

MCP serverMedium risk481

An MCP server for Airtable: the agent inspects base schemas, searches, creates, updates and deletes records, and handles fields and comments

MCP serverHigh risk456

A 1C:EDT plugin that gives agents projects, errors, BSL analysis, form screenshots, metadata refactoring and infobase launch over MCP

MCP serverHigh riskRussian stack275

A single-binary Go MCP server: the agent sees 1C metadata, searches code, runs read-only queries and writes accurate BSL

MCP serverHigh riskRussian stack226