MCP Servers

Manage Google Calendar — create events, check availability, and schedule meetings.

Read, compose, and manage Gmail messages. Search emails, manage labels, and automate responses.

Manage Greenhouse ATS — candidates, jobs, scorecards, and hiring pipeline automation.

Financial data aggregation — bank accounts, transactions, balances, and identity verification.

Email marketing automation — manage lists, campaigns, templates, and analytics in Mailchimp.

Recruiting automation via Lever — manage opportunities, candidates, and interview feedback.

Search federal and state court opinions, dockets, and legal filings via CourtListener API.

Electronic signatures and contract management — send, sign, and track legal documents.

Manage Google Ads campaigns, ad groups, keywords, and performance reporting.

Cloudflare Workers, DNS, R2, KV, and D1 management from any agent environment.

GitLab API access — manage repos, merge requests, pipelines, and issues.

Obsidian vault access — read, create, and search notes with backlink support.

Code quality and security scanning — bugs, vulnerabilities, code smells, and coverage metrics.

Brave web search API integration — privacy-focused web and local search for agents.

Manage Shopify stores — products, orders, inventory, and customer data.

Error tracking and performance monitoring — query issues, stack traces, and alerts.

Serverless Postgres management — create databases, run queries, branch, and scale.

Vulnerability scanning for code, containers, and infrastructure. Dependency risk analysis.

Linear issue tracking and project management for engineering teams.

Read and send Slack messages, manage channels, search conversations, and automate workflows.

Exa AI search and crawling for real-time web information — fast and cost-efficient.

Gives coding agents access to Figma files and layout data for accurate code generation.

K8s cluster management — pods, deployments, services, and kubectl operations.

MCP server for Jira and Confluence — manage tickets, pages, and team workflows.

HR management — employee directory, time-off tracking, onboarding, and reporting.

Meta Segment Anything Model for image and video segmentation

OpenAI latest embedding model with configurable dimensions

High-performance vector database with filtering and payload support

Salesforce CRM operations — SOQL queries, record management, and workflow triggers.

Open-source model with strong coding and math capabilities

CTranslate2 optimized Whisper for 4x faster transcription

Accounting automation — invoices, expenses, reports, and financial data in QuickBooks.

BAAI general embedding model for dense retrieval tasks

Lightning-fast open-source search engine with typo tolerance

GitHub semantic code analysis engine for vulnerability detection

Pulls current, version-specific docs and examples directly into coding agents — fixes stale documentation.

Deepgram latest model with industry-leading word error rate

GitHub automated dependency updates and security patches

Microsoft embedding model built on Mistral architecture

Cloud-native vector database for scalable similarity search

Puppeteer-based browser automation — screenshots, navigation, form filling, and JS execution.

Meta open-source large language model for research and commercial use

Fast vulnerability scanner with extensible template system

Query Perplexity AI for real-time research with cited sources and reasoning.

Open-source multimodal model rivaling commercial vision APIs

Data framework for connecting custom data to LLMs

OpenAI open-source speech recognition model supporting 99 languages

Serverless vector database built on Lance columnar format

PDF to markdown converter with accurate text extraction

NVIDIA speech model with multilingual ASR and translation

Anthropic fast and intelligent model for coding, analysis, and reasoning

NVIDIA English ASR model with state-of-the-art accuracy

Real-time and batch speech-to-text API with enterprise accuracy

Open-source PostgreSQL extension for vector similarity search

Alibaba open-source multilingual model with code and math strengths

Company and contact enrichment — firmographic, technographic, and intent data.

Open-source static analysis for finding bugs and vulnerabilities

Black Forest Labs next-gen open image generation model

Infrastructure as code security scanner for cloud misconfigs

Free AI code completion and search for developers

Open-source LLM evaluation framework with 14+ metrics

Read repos, manage PRs and issues, analyze workflows, and automate GitHub operations.

Open-source LLM engineering platform for tracing and analytics

Open-source long-context embedding model with full reproducibility

Open-source tool for testing and evaluating LLM prompts

Snowflake open-source embedding model optimized for enterprise retrieval

Alibaba general text embedding model with multilingual support

Jina AI multilingual embeddings with late interaction support

Docker container management — build, run, inspect, and manage images and networks.

Cloud-native runtime security tool for Kubernetes

Database-focused MCP supporting BigQuery, Neo4j, Postgres, and Spanner — Google-scale data access.

Anchore vulnerability scanner for container images and filesystems

Microsoft unified vision model for captioning, detection, and OCR

Cohere multilingual embedding model optimized for search and retrieval

Unified analytics engine for large-scale data processing

Open-source AI code assistant for VS Code and JetBrains

Framework for orchestrating role-playing autonomous AI agents

Framework for building LLM-powered applications with chains and agents

LangChain retrieval-augmented generation chains and tools

LlamaIndex agent framework for data-augmented LLM applications

AWS open-source search and analytics suite

Platform for programmatically authoring and scheduling workflows

Stream processing framework for distributed big data

Open-source observability and evaluation for LLM apps

HubSpot CRM integration — contacts, deals, companies, and marketing automation.

Baidu multilingual OCR toolkit with table recognition

Alibaba vision-language model with multilingual support

AI pair programming in your terminal with git integration

Run dbt models, test data quality, and manage transformations

Mixedbread AI binary embedding model for ultra-efficient retrieval

Modern workflow orchestration for data and ML pipelines

Open-source AI-native embedding database for LLM applications

OpenAI flagship multimodal model with text, vision, and audio capabilities

Google vulnerability scanner using the OSV database

Cloud-native data pipeline orchestrator with asset management

AWS, Azure, GCP security best practices assessment tool

Redis vector search module for real-time similarity queries

Visual language model with strong OCR and chart understanding

Search, index, and manage Elasticsearch clusters and indices

Open-set object detection with text prompts

German-origin embedding model with strong multilingual MTEB scores

Framework for evaluating RAG pipeline quality and metrics

Web scraping, crawling, discovery, and deep research — the core web intelligence skill.

Node-based stable diffusion GUI for advanced workflows

Instruction-tuned embedding model for task-specific retrieval

Open-source large multimodal model for visual instruction following

OpenAI text-to-speech with six natural-sounding voices

Open-source OpenTelemetry instrumentation for LLM apps

Document text recognition library using deep learning

Open-source LLM observability with request logging and caching

Confluent streaming data integration framework

Open-source data integration platform for ELT pipelines

AI-powered speech-to-text with speaker diarization and summarization

AI voice synthesis with natural-sounding multilingual voices

Google fast and efficient model for high-throughput applications

Deepset end-to-end RAG framework with modular pipelines

Microsoft small but capable language model optimized for efficiency

Cloud browser infrastructure for headless automation, stealth browsing, and session replay.

Microsoft framework for building multi-agent conversational systems

Python security linter for finding common security issues

Simplified Stable Diffusion UI inspired by Midjourney

Type-safe AI agent framework built on Pydantic

SEO intelligence — keyword research, domain analytics, backlink data, and competitor analysis.

Integration platform connecting AI agents to 250+ tools

AI pair programmer for code suggestions in your editor

Deepset NLP framework with modular agent pipelines

Mistral AI flagship model with strong reasoning and multilingual support

MLflow built-in LLM evaluation with custom metrics

Framework for building autonomous AI assistants with memory

AI-powered search and discovery platform for apps

Event-driven orchestration platform for complex workflows

Open-source data pipeline tool for transforming data

Open-source deep learning text-to-speech library

Comet open-source LLM evaluation and tracing platform

Mistral AI model optimized for code generation tasks

Official Notion API MCP server — read and write your Notion workspace from any agent.

Amazon Seller Central operations — inventory, orders, pricing, and advertising.

Anthropic multimodal model for visual reasoning and analysis

Query dashboards, create alerts, and explore metrics in Grafana

End-to-end vector search engine with built-in ML models

Tiny but capable vision language model for edge deployment

Microsoft SDK for integrating AI into applications

Hugging Face lightweight agent framework for tool use

Lightweight Python framework for building multi-modal agents

Popular Stable Diffusion web UI for local image generation

Microsoft graph-based RAG for complex document understanding

Unified batch and streaming data processing framework

Open-source database for search with SQL and JSON support

Open-source RAG engine with deep document understanding

Google DeepMind large language model with long context and multimodal input

Open-source testing framework for ML and LLM models

Google compact embedding model for low-latency retrieval

Neural search framework for production-grade search

Framework for creating RAG chatbots from any data source

UK AISI open-source framework for evaluating LLM capabilities

Flow-based programming tool for connecting hardware and APIs

AI gateway with observability, caching, and fallbacks

Framework for building stateful LLM agents with long-term memory

Fast Google Search API for programmatic web search

Open-source no-code business automation platform

Open-source OCR supporting 80+ languages with deep learning

Google multimodal model with native image understanding

Distributed task queue for reliable background job processing

Professional creative AI image generation toolkit

AI memory and personalization layer — store, retrieve, and search agent memories.

Sanity.io headless CMS — GROQ queries, document CRUD, asset management.

OpenAI multimodal model for image understanding and analysis

Legal document analysis, contract clause extraction, and compliance checking.

Open-source observability for GPUs and LLM applications

Manage vector indexes, upsert embeddings, and query vectors

Developer-first automation platform with code and no-code

Open-source image generation model with strong aesthetics

Deploy, invoke, and manage AWS Lambda functions

Production-ready RAG engine with ingestion and search

Observability and DevTool platform for AI agents

Mistral multimodal model for image understanding

AI-first code editor with intelligent code generation

Computer vision platform for training and deploying models

Privacy-respecting open-source metasearch engine

IBM open-source agent framework for enterprise applications

Analytics database queries — fast OLAP over billions of rows with SQL.

Spotify Python module for building batch data pipelines

Fast local neural text-to-speech optimized for Raspberry Pi

Microsoft Azure speech recognition with real-time transcription

Microsoft Azure neural text-to-speech with SSML support

Communicative agents for mind exploration of large-scale AI

Google Cloud speech recognition with streaming support

LangChain platform for tracing, debugging, and monitoring LLM apps

Amazon ML-powered document text and data extraction

Cohere enterprise model optimized for RAG and tool use

Run queries, manage datasets, and export results from BigQuery

Open-source RAG solution for documentation Q&A

Anthropic most powerful model for complex analysis and nuanced tasks

Microsoft AI document processing and form extraction

Google highest quality text-to-image generation model

Scan codebases and infrastructure for HIPAA compliance gaps

Amazon automatic speech recognition for batch and streaming

Memory management for AI with RAG and knowledge graphs

Google WaveNet and Neural2 text-to-speech voices

Open-source system for building automated agent workflows

Open-source Zapier alternative for workflow automation

Google programmable search engine API

AI code integrity platform for testing and review

Open-source RAG UI for chatting with documents

Query data warehouses, manage tables, and run Snowflake SQL

Microsoft Bing web search API for developers

Pinecone open-source RAG framework for production

OpenAI state-of-the-art text-to-image generation model

Google Cloud Vision API for text detection in images and PDFs

Browser automation through structured accessibility snapshots for LLMs — navigate, click, fill, and extract.

Cloud API for running Stable Diffusion models at scale

Autonomous speech recognition supporting 50+ languages

Manage GCP resources, deploy services, and query BigQuery

AWS neural text-to-speech with 60+ voices in 30+ languages

Open-source standard for writing ETL scripts and taps

Enterprise-grade AI evaluation and monitoring platform

Open-source observability and analytics for AI chatbots

Execute workflows, manage nodes, and automate with n8n

Fast speech-to-text API with real-time processing and translation

MongoDB native vector search for enterprise applications

Text analytics platform for LLM apps with auto-evaluation

Rev.com speech-to-text API with human-level accuracy

AI image generation with best-in-class text rendering

Run questions, manage dashboards, and query Metabase collections

Process payments, manage inventory, and handle Square POS

AWS Bedrock embedding model for enterprise search and RAG

Suno open-source text-to-audio model with music and sound effects

AI image generation with artistic and photorealistic styles

OCR specialized for math equations and scientific documents

Send transactional emails, manage templates, and track delivery

Cohere retrieval-augmented generation with citations

Query metrics, manage monitors, and search logs in Datadog

Send messages, manage channels, and moderate Discord servers

Run Postman collections, test APIs, and manage environments

Amazon image and video analysis service with ML

AI image generation model with precise style control

Manage Azure resources, deploy apps, and monitor services

In-process analytical database — query CSV, Parquet, and JSON with zero setup.

Manage classes, assignments, and student submissions

OpenAI model powering code generation from natural language

AI voice generator with ultra-realistic text-to-speech

Adobe commercially safe generative AI for creative work

Microsoft image analysis and visual feature extraction

Automated data integration platform with 300+ connectors

StackBlitz AI-powered full-stack web app generator

Query patient records and manage clinical data via FHIR API

AI image generation platform for creative professionals

Platform for evaluating, monitoring, and improving LLM apps

Generate text, images, and embeddings via OpenAI API

Endpoint security platform with AI-powered threat detection

xAI conversational model with real-time knowledge and humor

Generate text and analyze content via Claude API

Perplexity AI search integration for real-time research with citations.

Microsoft cloud-based workflow automation platform

AI voice cloning and synthesis for real-time applications

AI coding assistant with full codebase context

AWS best-practice-aware MCP servers for cloud infrastructure and development workflows.

AI-powered OCR for invoices, receipts, and documents

Enterprise OCR and document processing platform

Trigger builds, view job status, and manage Jenkins pipelines

Replit AI agent for building apps from natural language

AI application monitoring with automatic feedback and evals

Studio-quality AI voiceover with 120+ voices

Trigger pipelines, view build status, and manage CircleCI config

AI observability platform with tracing and evaluation

Manage courses, grades, and assignments in Canvas LMS

AI evaluation platform for detecting hallucinations and errors

Automated LLM evaluation for hallucination and safety

Observability and evaluation platform for LLM applications

AI voice generator with emotion control and voice cloning

Send messages, schedule meetings, and manage Teams channels

Manage deals, contacts, and sales pipelines in Pipedrive

Production monitoring and evaluation for LLM applications

Manage repos, pull requests, and pipelines on Bitbucket

Automate sales sequences, track engagement, and manage prospects

Text-to-speech app with natural AI voices for reading

Run scenarios, manage modules, and orchestrate Make.com workflows

AI document processing for business documents