Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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Put performance and error data directly in the hands of your AI assistant.

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

A vector database server powered by Chroma, enabling semantic document search, metadata filtering, and document management.

An MCP server for the Chroma embedding database, providing persistent, searchable working memory for AI-assisted development with features like automated context recall and codebase indexing.

Provides AI assistants with persistent memory using ChromaDB vector storage.

An MCP server for vector storage and retrieval using ChromaDB.

Automate Chrome via its debugging port with session persistence. Requires Chrome to be started with remote debugging enabled.

This MCP allows you to record browser interactions with a chrome extension that include screenshots and console logs. The data is then saved to a local database that feeds the data to an AI system like claude code to search.

Control Chrome with debugging capabilities, userscript injection, and extension support.

Automate your browser by connecting to Chrome's debugging port, preserving your login state.

Debug web applications by connecting to Chrome's developer tools via the Chrome DevTools Protocol.

chrome-devtools-mcp lets your coding agent (such as Gemini, Claude, Cursor or Copilot) control and inspect a live Chrome browser

An MCP server for AI-assisted frontend development using Chrome DevTools. Requires Google Chrome.

Exposes Chrome browser functionality to AI assistants for automation, content analysis, and semantic search via a Chrome extension.

Control a Chrome browser instance using the Chrome DevTools Protocol (CDP).

Generate PDFs from HTML content or URLs using a headless Chrome/Chromium browser.

Send CHR transactions using the Chromia Wallet.

Search Chromium source code using advanced Code Search syntax.

Access Chromium and PDFium source code repositories using Google's official CodeSearch APIs, supporting advanced search, Gerrit integration, and issue tracking.

Interact with Google's Chronicle Security Operations suite.

Interact with the Stellar blockchain to manage wallets, list tokens, query balances, and transfer funds.

Fetch logs, metrics, traces, and events from the Chronosphere observability platform.

Predict anything with Chronulus AI forecasting and prediction agents.

A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.

A Python client for the Model Context Protocol (MCP), an open standard for connecting AI assistants to external data and tools.

A local-first semantic code search tool with vector and regex capabilities, designed for AI assistants.

Interact with CipherTrust Manager resources using the ksctl command-line interface.

Enable AI Agents to fix build failures from CircleCI.

Implements CISA Binding Operational Directive 25-01 security controls for Microsoft 365 and Azure AD/Entra ID.

An MCP server for Cisco NSO (Network Services Orchestrator) that exposes NSO data and operations as MCP primitives.

An MCP server for Cisco NSO that exposes its data and operations as MCP primitives.