Discover MCP servers. Connect your agent.
MCP server for Amplitude Analytics API. Query and segment event data, analyze user behavior, and access analytics insights. Uses existing Amplitude user permissions and access controls. Integrates product analytics with AI assistants for data-driven decisions.
https://github.com/silviorodrigues/amplitude-mcp
stdio
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6 tools
analyticsproduct-analyticseventsamplitudedata
Official Anthropic Claude API integration. Send prompts to Claude models, manage conversations, and access Claude capabilities directly through MCP tools.
https://github.com/anthropics/anthropic-mcp
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api_key
4 tools
llmclaudeanthropicofficialai
Registered 2026-02-17
Kafka MCP server for event streaming and message queuing. Produce and consume messages, manage topics, inspect consumer groups, and monitor cluster health. Works with Confluent Cloud and self-hosted Kafka.
https://github.com/confluentinc/mcp-kafka
stdio
api_key
9 tools
messagingevent-streamingkafkareal-timeinfrastructure
Registered 2026-02-17
Web scraping and automation platform with 2,000+ ready-made scrapers (Actors). Extract data from any website, run automated workflows, and process results at scale.
https://github.com/apify/actor-mcp-server
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api_key
10 tools
web-scrapingautomationdata-extractionactors
Registered 2026-02-17
Official AWS MCP Servers suite from AWS Labs. Includes specialized servers for CloudWatch (observability and root cause analysis), DynamoDB (data modeling and schema design), S3 Tables (SQL queries on tabular data), Bedrock Knowledge Bases (RAG), CloudFormation (infrastructure as code), Cost Analysis, CDK best practices, and serverless deployment. Comprehensive AWS integration for AI agents.
https://github.com/awslabs/mcp
stdio
api_key
30 tools
cloudawss3dynamodbcloudwatchbedrockserverlessofficial
Registered 2026-02-09 by
AWS
Official Brave Search MCP server. Web search with pagination, local business search, image/video/news search, and AI-powered summarization. Supports both stdio and HTTP transports. Install via npm: @modelcontextprotocol/server-brave-search
https://github.com/brave/brave-search-mcp-server
stdio
api_key
6 tools
searchweb-searchlocal-searchnewsofficial
Registered 2026-02-09 by
Brave
Remote browser automation for AI agents. Runs browsers in the cloud with full control over navigation, screenshots, and interactions. Ideal for web scraping, testing, and automated workflows.
https://github.com/browserbase/mcp-server-browserbase
stdio
api_key
8 tools
browserautomationweb-scrapingcloud
Registered 2026-02-17
Cal.com MCP server for scheduling automation. Create and manage bookings, check availability, list event types, and handle scheduling workflows programmatically.
https://github.com/calcom/cal.com-mcp
stdio
api_key
6 tools
schedulingcalendarbookingproductivity
Registered 2026-02-17
Official CircleCI MCP server for CI/CD pipeline integration. Debug build failures by retrieving failure logs, monitor pipeline status, analyze test results, identify flaky tests, validate and fix CircleCI configuration files, and trigger new pipelines. Natural language CI for AI-driven development workflows. Also available on Docker Hub and AWS Marketplace.
https://github.com/CircleCI-Public/mcp-server-circleci
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api_key
10 tools
ci-cdpipelinestestingbuildscirclecidevopsofficial
Official Cloudinary MCP servers for media management platform. Upload, transform, analyze, and organize images, videos, and raw files. Advanced filtering, search, and metadata management. MediaFlows integration for automated workflows. AI-assisted visual media review. Manage your entire media lifecycle through conversational AI.
https://github.com/cloudinary/mcp-servers
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15 tools
mediaimagesvideocdncloudinarytransformationofficial
Cohere MCP server for enterprise AI. Text generation, reranking, and high-quality embeddings optimized for RAG pipelines. Command and Embed models with multilingual support.
https://github.com/cohere-ai/cohere-mcp
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api_key
5 tools
llmembeddingsrerankingragenterpriseai
Registered 2026-02-17
Official Contentful MCP server for headless CMS content management. Comprehensive tools to interact with the Contentful Management API. Create, edit, organize, and publish content. Manage entries, assets, content types, environments, locales, and AI actions. Install via npm: @contentful/mcp-server
https://github.com/contentful/contentful-mcp-server
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20 tools
cmsheadless-cmscontentcontentfulapiofficial
Official Datadog MCP server. Query monitors, dashboards, metrics, events, logs, and incidents. Bridge between your observability data and AI agents. Comprehensive error handling for Datadog v1/v2 APIs.
https://github.com/Datadog-Official/Datadog-MCP
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api_key
20 tools
monitoringobservabilityapmlogsmetricsincidentsofficial
dbt MCP server for data transformation workflows. Run models, compile SQL, view lineage, check test results, and explore your dbt project. Works with dbt Core and dbt Cloud.
https://github.com/dbt-labs/mcp-server-dbt
stdio
api_key
10 tools
datasqlanalytics-engineeringtransformationwarehouse
Registered 2026-02-17
MCP server for Discord bot and channel interactions. Send and read messages, manage channels, handle reactions, access server information, and interact with forum channels. Full Discord API integration enabling AI assistants to participate in Discord communities. Supports both guild channels and direct messages. Install via npm: mcp-discord
https://github.com/barryyip0625/mcp-discord
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api_key
10 tools
messagingdiscordchatcommunitybotssocial
Official E2B MCP server for secure code execution in cloud sandboxes. Run JavaScript and Python code in isolated environments. AI-generated code execution with full filesystem access, package installation, and process management. Open-source cloud infrastructure for AI agents.
https://github.com/e2b-dev/mcp-server
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api_key
6 tools
code-executionsandboxcloudjavascriptpythonai-agentsofficial
Registered 2026-02-09 by
E2B
Official Elasticsearch MCP server for search and analytics. List indices, get mappings, execute searches, and retrieve shard information. AI agents can explore, query, and analyze Elasticsearch data on demand. Available as npm package @elastic/mcp-server-elasticsearch. Also available as fully managed hosted MCP server in Elasticsearch 9.3+ deployments.
https://github.com/elastic/mcp-server-elasticsearch
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8 tools
searchelasticsearchanalyticsdatabasefull-text-searchofficial
Official Exa MCP server for AI-powered web search. Semantic search, advanced web search, code context retrieval, website crawling, company research, people search, and deep research capabilities. Neural search engine designed for AI agents. Install via npm: exa-mcp-server
https://github.com/exa-labs/exa-mcp-server
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api_key
8 tools
searchweb-searchsemantic-searchresearchaineural-searchofficial
Registered 2026-02-09 by
Exa
Web crawling and scraping with clean markdown output optimized for LLMs. Crawl entire sites, scrape individual pages, and get structured data ready for AI consumption.
https://github.com/mendableai/firecrawl-mcp-server
stdio
api_key
5 tools
web-scrapingcrawlingmarkdownllm-ready
Registered 2026-02-17
Official Google Maps Platform MCP server. Geocoding, places search, routing, directions, distance matrix, and elevation data. AI-grounded responses using official Google Maps documentation. Install via npm: @googlemaps/code-assist-mcp
https://github.com/googlemaps/model-context-protocol
stdio
api_key
10 tools
mapsgeocodingdirectionsplaceslocationofficial
Registered 2026-02-09 by
Google
Groq MCP server for ultra-fast LLM inference. Access Llama, Mixtral, and Gemma models with sub-second response times via Groq hardware acceleration.
https://github.com/groq/groq-mcp
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api_key
3 tools
llminferencefastopen-sourceai
Registered 2026-02-17
Official Hugging Face MCP server connecting AI assistants to the Hugging Face Hub. Search models, datasets, and papers. Dynamically connect to Gradio-based tools hosted on Spaces for extended ML capabilities. Supports STDIO, SSE, and Streamable HTTP transports. Open source with 164+ unique weekly MCP clients. Install via npm: @huggingface/mcp-server
https://github.com/huggingface/huggingface.js/tree/main/packages/mcp-server
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api_key
12 tools
aimlmodelsdatasetshuggingfaceinferenceofficial
MCP server for Jenkins CI/CD integration following Anthropic MCP specification. Manage builds, check job statuses, retrieve logs, trigger builds, and integrate with CI/CD pipelines. Secure contextual AI interactions with Jenkins tools while maintaining data privacy. Bridges Jenkins with AI language models.
https://github.com/lanbaoshen/mcp-jenkins
stdio
api_key
8 tools
ci-cdjenkinsbuildsautomationdevopspipelines
LLM observability and analytics. Trace, evaluate, and monitor LLM applications. View traces, analyze prompt performance, track costs, and debug production issues.
https://github.com/langfuse/mcp-server-langfuse
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6 tools
observabilityllmanalyticstracingmonitoring
Registered 2026-02-17
Mailchimp MCP server for email marketing automation. Manage lists, create campaigns, send emails, view reports, and automate subscriber journeys. Access audience insights and campaign analytics.
https://github.com/mailchimp/mailchimp-mcp
stdio
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8 tools
emailmarketingautomationnewslettercampaign
Registered 2026-02-17
Official Mailgun MCP server for email service API integration. Send emails, manage domains, retrieve delivery statistics, and access analytics through 30+ endpoints. Full Mailgun API coverage for transactional email, domain management, and delivery tracking. AI-powered email operations.
https://github.com/mailgun/mailgun-mcp-server
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15 tools
emailmailguntransactionaldeliveryanalyticsofficial
Mistral AI MCP server. Access Mistral, Mixtral, Codestral, and other models. Chat completions, embeddings, and function calling. European AI alternative with strong reasoning capabilities.
https://github.com/mistralai/client-python
stdio
api_key
4 tools
llmaimodelseuropeanopen-source
Registered 2026-02-17
Official Mixpanel MCP server for product analytics. Query event data, segmentation reports, funnels, retention analysis, and frequency reports. Manage user profiles and track engagement metrics. AI-powered analytics insights from your Mixpanel data. Currently in Beta.
https://github.com/mixpanel/mcp
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8 tools
analyticsproduct-analyticseventsfunnelsmixpanelofficial
Official MongoDB MCP server. Connect to MongoDB deployments and Atlas clusters. Query collections, inspect schemas, create indexes, manage databases, and perform aggregations. Supports Atlas cluster management, user creation, and performance advisor. Install via npm: mongodb-mcp-server
https://github.com/mongodb-js/mongodb-mcp-server
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20 tools
databasemongodbnosqlatlasdocument-dbofficial
Official Neon MCP server for serverless Postgres. Create projects, manage branches, run SQL queries, and perform database migrations via natural language. Install via npm: @neondatabase/mcp-server-neon
https://github.com/neondatabase/mcp-server-neon
stdio
api_key
15 tools
databasepostgresserverlesssqlmigrationsofficial
Registered 2026-02-09 by
Neon
Official New Relic MCP server for observability platform integration. Query metrics, manage alerts, monitor applications, and interact with your entire observability stack. Full MCP tracing visibility to track tool choices, usage patterns, latency, errors, and performance. AI-powered root cause analysis and recommendations. Integrated with New Relic APM and AI Monitoring.
https://github.com/newrelic/newrelic-mcp-server
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12 tools
apmmonitoringobservabilitynew-relicmetricsalertsofficial
Official OpenAI Agents SDK with MCP support. Build AI agents that connect to MCP servers for tool integration. Supports both MCP client (consuming tools) and MCP server (exposing tools) patterns. ChatGPT desktop app supports MCP connections. Codex agent framework with native MCP transport. Industry-standard AI platform integration.
https://github.com/openai/openai-agents-python
stdio
api_key
10 tools
aillmagentsopenaichatgptcodexofficial
Registered 2026-02-09 by
OpenAI
OpenWeather MCP server for weather data. Current conditions, forecasts, historical data, and air quality index for any location worldwide. Supports geocoding and weather alerts.
https://github.com/miwi-fbsd/mcp-server-openweather
stdio
api_key
5 tools
weatherclimategeospatialforecastapi
Registered 2026-02-17
Official Perplexity MCP server for AI search and reasoning. Access Sonar models for real-time web search, deep comprehensive research, and advanced reasoning. Three model tiers: sonar-pro (general search), sonar-deep-research (thorough analysis), and sonar-reasoning-pro (complex analytical tasks). Install via npm: perplexity-mcp
https://github.com/perplexityai/modelcontextprotocol
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3 tools
searchai-searchreasoningresearchsonarofficial
Official Pinecone MCP server for vector database operations. Search documentation, create indexes with integrated inference, upsert and search records, cascading search across multiple indexes with deduplication and reranking. Designed for RAG, semantic search, and AI agent memory. Install via npm: @pinecone-database/mcp
https://github.com/pinecone-io/pinecone-mcp
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api_key
8 tools
vector-databaseembeddingssearchragsemantic-searchaiofficial
PlanetScale MCP server for serverless MySQL. Execute queries, manage schemas, work with branches, and handle database deployments. Includes connection boosting and query insights.
https://github.com/planetscale/mcp-server-planetscale
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api_key
7 tools
databasemysqlserverlesssqlcloud
Registered 2026-02-17
PostHog MCP server for product analytics. Query events, user cohorts, feature flags, and session recordings. Access insights and dashboards programmatically.
https://github.com/PostHog/posthog-mcp
stdio
api_key
7 tools
analyticsproduct-analyticsfeature-flagsopen-source
Registered 2026-02-17
Official Postmark MCP server for transactional email. Send emails with templates, track delivery statistics, manage email workflows, and access server configuration. AI-powered email testing and operations without writing code. Direct integration with Postmark email infrastructure.
https://github.com/ActiveCampaign/postmark-mcp-server
stdio
api_key
8 tools
emailpostmarktransactionaldeliverytemplatesofficial
Official Qdrant MCP server. Semantic search and vector operations for AI applications. Store, search, and retrieve high-dimensional embeddings with filtering and payload support.
https://github.com/qdrant/mcp-server-qdrant
stdio
api_key
5 tools
vector-databaseembeddingssemantic-searchairag
Registered 2026-02-17
Deploy and manage Railway projects and services. Create deployments, manage environment variables, view logs, and control infrastructure on the Railway platform.
https://github.com/gleich/railway-mcp
stdio
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8 tools
deploymenthostinginfrastructuredevops
Registered 2026-02-17
Official Redis MCP server for data management and search. Natural language interface for strings, hashes, JSON documents, lists, sets, sorted sets, and vector embeddings. Supports session management, conversation history, real-time caching, rate limiting, recommendations, and semantic search for RAG. Full Redis data type coverage for AI-driven workflows.
https://github.com/redis/mcp-redis
stdio
api_key
15 tools
databaserediscachevectorssearchsessionofficial
Registered 2026-02-09 by
Redis
Email sending via the Resend API. Send transactional emails, manage email templates, and handle notifications programmatically through MCP tools.
https://github.com/resendlabs/resend-mcp
stdio
api_key
3 tools
emailtransactionalnotifications
Registered 2026-02-17
Official Rollbar MCP server for error tracking and monitoring. Get item details and last occurrence data, list deployments, fetch version details, retrieve top items in last 24 hours, view session replays, and update item properties. AI-powered debugging with full error context. Pre-release alpha quality.
https://github.com/rollbar/rollbar-mcp-server
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6 tools
error-trackingmonitoringdebuggingrollbarloggingofficial
Segment MCP server for customer data platform. Track events, identify users, manage sources and destinations, and access audience data. Centralizes customer data from all platforms.
https://github.com/segmentio/mcp-server-segment
stdio
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6 tools
analyticscdpcustomer-datatrackingevents
Registered 2026-02-17
MCP server for Twilio SendGrid email marketing and transactional email. Manage contact lists, create and edit templates, schedule single sends, and retrieve delivery statistics. Full access to SendGrid Marketing API for email campaign management through AI assistants.
https://github.com/Garoth/sendgrid-mcp
stdio
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10 tools
emailsendgridmarketingtransactionalcampaignscontacts
Serper MCP server for Google Search API access. Perform web searches, image searches, news searches, and shopping searches. Real-time search results without rate limits.
https://github.com/marcopesani/mcp-server-serper
stdio
api_key
4 tools
searchgoogleweb-searchnewsresearch
Registered 2026-02-17
Official Snowflake MCP server. Query data warehouses via Cortex AI, manage objects, orchestrate SQL, consume semantic views, and analyze data. Supports Cortex Search for unstructured data and Cortex Analyst for structured data. Enterprise-grade data platform integration.
https://github.com/Snowflake-Labs/mcp
stdio
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18 tools
databasedata-warehousesqlanalyticssnowflakecortexofficial
Official Stripe MCP server for payment processing. Manage customers, products, subscriptions, invoices, and payment intents. Hosted remotely or run locally via npm. Install via npm: @stripe/mcp
https://mcp.stripe.com
sse
api_key
20 tools
paymentsbillingsubscriptionscommerceofficial
Registered 2026-02-09 by
Stripe
Official Supabase MCP server. Manage tables, run SQL queries, fetch project config, and interact with PostgREST APIs. Over 20 tools for database design, data querying, and project management. Install via npm: @supabase/mcp-server-postgrest
https://github.com/supabase-community/supabase-mcp
stdio
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20 tools
databasepostgresbackendauthstorageofficial
Official Tavily MCP server for real-time web search and data extraction. Four tools: search (AI-powered web search with filtering), extract (content extraction from URLs), map (website structure mapping), and crawl (deep website crawling). Production-ready with configurable depth, domain filtering, and topic specification. Install via npm: tavily-mcp
https://github.com/tavily-ai/tavily-mcp
stdio
api_key
4 tools
searchweb-searchextractioncrawlingresearchaiofficial
Registered 2026-02-09 by
Tavily
MCP server for Telegram bot and channel interactions. Send messages, manage channels, forward content, and respond to conversations via Telegram Bot API using Telegraf library. Enables AI agents to interact with Telegram channels and bots programmatically. Install via npm: @iqai/mcp-telegram
https://github.com/IQAIcom/mcp-telegram
stdio
api_key
8 tools
messagingtelegramchatbotschannelssocial
Registered 2026-02-09 by
IQAI
Official HashiCorp Terraform MCP Server for Infrastructure as Code. Search and retrieve provider documentation, access module information with inputs, outputs, and examples. Find Sentinel policies for governance and compliance. Manage HCP Terraform workspaces, variables, and variable sets. Dual transport support (Stdio and StreamableHTTP). AI-powered IaC development workflows.
https://github.com/hashicorp/terraform-mcp-server
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12 tools
iacterraforminfrastructurehashicorpdevopscloudofficial
Together AI MCP server for open-source model inference. Access Llama, Mistral, Qwen, and 100+ open models. Batch inference, fine-tuning, and dedicated endpoints available.
https://github.com/togethercomputer/mcp-server-together
stdio
api_key
4 tools
llmopen-sourceinferenceaimodels
Registered 2026-02-17
Turso MCP server for edge SQLite databases. Create databases, run SQL queries, manage schemas, and work with distributed SQLite at the edge. Built on libSQL.
https://github.com/tursodatabase/mcp-server-turso
stdio
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8 tools
databasesqliteedgeserverlesssql
Registered 2026-02-17
Official Twilio MCP server. Send SMS and MMS messages, manage phone numbers, and interact with Twilio APIs. Supports voice, messaging, and communication workflows. Install via npm: @twilio-alpha/mcp
https://github.com/twilio/twilio-mcp
stdio
api_key
15 tools
smsmessagingvoicecommunicationtelephonyofficial
Registered 2026-02-09 by
Twilio
Official Upstash MCP server. Manage serverless Redis and QStash message queues via natural language. Create databases, list keys, manage backups, and reset passwords. Supports stdio and HTTP transports. Install via npm: @upstash/mcp-server
https://github.com/upstash/mcp-server
stdio
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12 tools
rediscachequeueserverlesskey-valueofficial
Weaviate MCP server for AI-native vector databases. Semantic and hybrid search, multi-modal retrieval, generative search, and knowledge graph operations. Supports multi-tenancy and real-time data ingestion.
https://github.com/weaviate/mcp-server-weaviate
stdio
api_key
9 tools
vector-databasesemantic-searchaiknowledge-graphrag
Registered 2026-02-17