Model Context Protocol (MCP) Server Registry

Secure file reading, writing, searching, and directory traversal on your local machine.

Search code, manage repositories, read and create pull requests, commits, and issues.

Read, inspect, diff, commit, and branch local Git repositories without remote tokens.

Query PostgreSQL databases, inspect schema definitions, and analyze table constraints.

Fast inspection and querying of local SQLite database files.

Give your AI assistant real-time web search and local queries via Brave Search API.

Fetches and converts public URLs and web pages into clean markdown for AI reading.

Headless Chromium browser automation: navigate web apps, click, take screenshots, and evaluate scripts.

Cross-browser interactive web automation, capturing screenshots and browser console logs.

Persistent memory using a dynamic knowledge graph. Retains concepts and relationships across sessions.

Structured reasoning tool that facilitates step-by-step problem-solving, hypotheses testing, and revision.

Manage Docker containers, inspect running services, view container logs, and inspect images.

Retrieve error issues, trace stack traces, and analyze crash telemetry directly inside AI chat.

Read channel history, search conversations, and send messages across your Slack team.

Read, search, and parse files, spreadsheets, and Google Docs stored in your Google Drive.

Geocoding, navigation route calculation, place details, elevation, and distance matrix.

Interact with GitLab projects, merge requests, CI/CD pipeline statuses, and repository code.

Inspect in-memory key-value caches, query Redis keys, strings, hashes, and sets safely.

Inspect schemas, table structures, and run SQL SELECT queries against MySQL databases.

Real-time search engine tailored specifically for LLMs and autonomous research agents.

Search, retrieve, and append notes to your local Obsidian markdown vault.

Official reference MCP server providing mock tools, sample prompts, and dynamic resources for testing.

Query sprint backlogs, auto-triage bug tickets, update issue states, and link commits to Linear user stories.

Read, search, create, and update pages and databases inside your Notion workspace.

Inspect PostgreSQL database schemas, run migrations, and manage Edge Functions on Supabase.

Inspect customer subscriptions, retrieve invoice details, and diagnose webhook payment failures.

Inspect and manage Cloudflare Workers, KV stores, D1 SQL databases, and DNS records.

Search model checkpoints, explore open datasets, and query inference endpoints on Hugging Face.

Inspect Figma design frames, extract color tokens, layout styles, and export SVG components.

Query local Chroma collections, perform semantic vector similarity search, and inspect embeddings.

Search Jira issues, inspect ticket descriptions, add comments, and transition sprint workflows.

Execute hybrid keyword and dense vector searches across Weaviate cloud or local clusters.

Deploy, control, and inspect Google Antigravity autonomous AI agent sessions, background terminal commands, and tool pipelines directly through MCP.

Direct MCP integration for Gmail, Google Docs, Sheets, and Calendar. Create spreadsheets, read customer emails, and draft summaries seamlessly.

Execute stateful Python code, visualize charts, calculate dataframes, and simulate algorithmic pipelines in a secure sandboxed interpreter.

Production vector search engine for neural search, embeddings indexing, RAG retrieval, and hybrid payload filtering via MCP.

Query collections, aggregate pipeline stages, manage BSON documents, and index schemas across MongoDB Atlas clusters.

Knowledge graph queries using openCypher, entity relation traversal, and graph embeddings for complex relational reasoning.

Manage pods, inspect deployment logs, describe services, and run read-only diagnostics across K8s namespaces.

Inspect AWS CloudWatch log streams, check S3 bucket contents, query DynamoDB tables, and inspect Lambda functions.

Create tasks, assign sprints, update ticket statuses, and query project milestones across ClickUp team workspaces.

Read, create, and update records across Airtable relational bases, linked records, formulas, and schema views.

Send channel messages, read community announcements, moderate threads, and query Discord server channels via MCP.

Full-text cluster searches, faceted aggregations, log ingestion, and BM25 index filtering via Elasticsearch REST API.

Serverless vector database index querying, dense and sparse hybrid search, namespace management, and embeddings upsert for RAG applications.

High-performance cloud-native vector database for massive billion-scale vector similarity search, collection schema inspection, and IVF/HNSW indexing.

Fast analytical SQL queries directly on local Parquet files, CSVs, and Arrow tables in memory without external database server overhead.

Blazing fast columnar OLAP queries, real-time event analytics, log filtering, and data aggregation on ClickHouse Cloud & local clusters.

Execute introspection queries, test queries and mutations, validate variable schemas, and explore remote GraphQL APIs with automatic type verification.

Dynamically convert any OpenAPI 3.0 or Swagger 2.0 specification URL into callable MCP tool functions for instant REST API interaction.

Specialized server to triage GitHub issues, read pull request diffs, post review comments, and label pull requests without full codebase clones.

Import Postman collections, run request suites, mock API responses, and validate status codes from desktop AI assistants.

Query Datadog trace spans, service health metrics, synthetic test results, and active monitors for AI-driven incident diagnosis.

List buckets, upload and download objects, generate pre-signed URLs, and inspect S3-compatible storage clusters (AWS, Wasabi, MinIO).

Deep Jira sprint planning, backlog ranking, Confluence knowledge base article search, and issue transitions via Atlassian Cloud API.

Create tasks, assign subtasks, manage project portfolios, update custom fields, and track milestone dependencies in Asana.

Manage Trello boards, move cards across workflow lists, add attachments, and update checklists directly from AI prompts.

Query contacts, create sales deals, track meeting logs, and update company lifecycle stages across HubSpot CRM.

Search customer tickets, draft support replies, inspect CSAT scores, and update priority tags across Zendesk Support.

Execute SOQL queries, manage Lead and Opportunity objects, inspect custom fields, and update accounts via Salesforce REST API.