Model Context Protocol

Top 100 MCP Servers

The top 100 Model Context Protocol servers for AI development — each with indexed tools, connection URLs, and setup steps.

Math-MCP

AI & Memory 22 tools

Enable your LLMs to perform accurate numerical calculations with a simple API. Leverage basic arithmetic and statistical functions to enhance your applications. Simplify complex mathematical tasks effortlessly and improve your model's capabilities.

1. Open https://smithery.ai/servers/EthanHenrickson/math-mcp

add subtract multiply +19 more

Google Sheets

Data & Analytics 38 tools Official

Read, write, and format spreadsheet data. Manage sheets, run formulas, and collaborate on structured data in real time.

1. Open https://smithery.ai/servers/googlesheets

GOOGLESHEETS_ADD_SHEET GOOGLESHEETS_AGGREGATE_COLUMN_DATA GOOGLESHEETS_APPEND_DIMENSION +35 more

Gmail

Search & Web 20 tools Official

Manage Gmail end-to-end: send, draft, reply, forward, and bulk-modify or delete messages and threads. Organize your inbox with labels, archiving, and trashing, and retrieve messages, attachments, and profile details on demand. Access and search contacts to autofill recipients and keep people data in sync.

1. Open https://smithery.ai/servers/gmail

GMAIL_ADD_LABEL_TO_EMAIL GMAIL_CREATE_EMAIL_DRAFT GMAIL_CREATE_LABEL +17 more

Exa Search

Search & Web 2 tools Official

Fast, intelligent web search and web crawling. Get fresh information about libraries, APIs, and SDKs.

1. Open https://smithery.ai/servers/exa

web_search_exa web_fetch_exa

Brave Search

Search & Web 8 tools Official

Search the web with Brave's independent index — web, news, images, and videos. Bring your own subscription token from the [Brave Search API dashboard](https://api-dashboard.search.brave.com).

1. Open https://smithery.ai/servers/brave

brave_web_search brave_news_search brave_image_search +5 more

Google Tasks

Communication 14 tools Official

Google Tasks provides a simple to-do list and task management system integrated into Gmail and Google Calendar for quick and easy tracking

1. Open https://smithery.ai/servers/googletasks

GOOGLETASKS_CLEAR_TASKS GOOGLETASKS_CREATE_TASK_LIST GOOGLETASKS_DELETE_TASK +11 more

MLB Stats Server

Data & Analytics 46 tools

Provide structured access to Major League Baseball statistics through an MCP server. Query and retrieve detailed baseball data including statcast, fangraphs, and baseball reference stats. Generate visualizations and integrate seamlessly with MCP-compatible clients for enhanced baseball analytics.

1. Open https://smithery.ai/servers/etweisberg/mlb-mcp

get_stats get_schedule get_player_stats +43 more

Google Calendar

Communication 29 tools Official

Schedule events, check availability, and manage calendars. Create meetings, set reminders, and coordinate across time zones.

1. Open https://smithery.ai/servers/googlecalendar

GOOGLECALENDAR_ACL_PATCH GOOGLECALENDAR_CALENDAR_LIST_INSERT GOOGLECALENDAR_CALENDAR_LIST_UPDATE +26 more

Reddit

Dev Tools 10 tools Official

Reddit is a social news platform with user-driven communities (subreddits), offering content sharing, discussions, and viral marketing opportunities for brands

1. Open https://smithery.ai/servers/reddit

REDDIT_CREATE_REDDIT_POST REDDIT_DELETE_REDDIT_COMMENT REDDIT_DELETE_REDDIT_POST +7 more

Slack

Communication 50 tools Official

Slack is a channel-based messaging platform. With Slack, people can work together more effectively, connect all their software tools and services, and find the information they need to do their best work — all within a secure, enterprise-grade environment.

1. Open https://smithery.ai/servers/slack

SLACK_ACTIVATE_OR_MODIFY_DO_NOT_DISTURB_DURATION SLACK_ADD_A_CUSTOM_EMOJI_TO_A_SLACK_TEAM SLACK_ADD_AN_EMOJI_ALIAS_IN_SLACK +47 more

AgentMail

Communication 11 tools Official

AgentMail is the email inbox API for AI agents. It gives agents their own email inboxes, like Gmail does for humans.

1. Open https://smithery.ai/servers/agentmail

list_inboxes get_inbox create_inbox +8 more

Jina AI

Search & Web 21 tools Official

AI-powered search and retrieval platform. Search the web, read page content, extract structured data, and ground AI responses.

1. Open https://smithery.ai/servers/jina

show_api_key primer guess_datetime_url +18 more

Outlook

Search & Web 50 tools Official

Read and send emails, manage calendar events, and organize contacts. Search messages, handle attachments, and schedule meetings.

1. Open https://smithery.ai/servers/outlook

OUTLOOK_ADD_EVENT_ATTACHMENT OUTLOOK_ADD_MAIL_ATTACHMENT OUTLOOK_CALENDAR_CREATE_EVENT +47 more

Supabase

Search & Web 29 tools Official

Search the Supabase docs for up-to-date guidance and troubleshoot errors quickly. Manage organizations, projects, databases, and Edge Functions, including migrations, SQL, logs, advisors, keys, and type generation, in one flow. Create and manage development branches to iterate safely, confirm costs up front, and merge changes to production with confidence.

1. Open https://smithery.ai/servers/Supabase

search_docs list_organizations get_organization +26 more

Google Super

Communication 50 tools Official

Google Super App combines all Google services including Drive, Calendar, Gmail, Sheets, Analytics, Ads, and more, providing a unified platform for seamless integration and management of your digital life.

1. Open https://smithery.ai/servers/googlesuper

GOOGLESUPER_ACL_PATCH GOOGLESUPER_ADD_ENRICHMENT GOOGLESUPER_ADD_FILE_SHARING_PREFERENCE +47 more

Filesystem

Dev Tools 4 tools Official

Official reference server for secure local file read, write, and directory operations within allowed paths.

Install from https://github.com/modelcontextprotocol/servers and add the server to your MCP client configuration (see repository README).

read_file write_file list_directory +1 more

Linear

Dev Tools 4 tools

Issue tracking, sprints, roadmaps, and engineering workflow in Linear.

Install from https://github.com/jerhadad/linear-mcp-server and add the server to your MCP client configuration (see repository README).

search_issues create_issue update_issue +1 more

Airtable

Data & Analytics 3 tools

Base and table operations for structured data.

Open https://airtable.com/developers/web/api for documentation and connection details.

list_records create_record update_record

Amplitude

Data & Analytics 2 tools

Product analytics dashboards and event exploration.

Open https://www.docs.developers.amplitude.com for documentation and connection details.

query_events get_chart

Asana

Communication 3 tools

Tasks and project management in Asana.

Open https://developers.asana.com for documentation and connection details.

list_tasks create_task update_task

AWS

Cloud & Infra 3 tools

S3, Lambda, EC2, and other AWS service operations.

Install from https://github.com/awslabs/mcp and add the server to your MCP client configuration (see repository README).

list_s3_buckets describe_ec2_instances invoke_lambda

Azure

Cloud & Infra 3 tools

Azure resource management and cloud operations.

Open https://learn.microsoft.com/azure for documentation and connection details.

list_resources get_resource run_cli

BigQuery

Data & Analytics 3 tools

Google analytics warehouse queries and table management.

Open https://cloud.google.com/bigquery/docs for documentation and connection details.

run_query list_datasets get_table_schema

Bluesky

Automation 3 tools

Connect and interact with the Bluesky social network.

Install from https://github.com/bluesky-social/mcp-bluesky and add the server to your MCP client configuration (see repository README).

create_post get_timeline search_posts

Box

Files & Docs 2 tools

Enterprise file management and collaboration.

Open https://developer.box.com for documentation and connection details.

search_files get_file

Builder Fusion

Design 2 tools

Visual canvas with GitHub integration for design-to-code workflows.

Open https://www.builder.io for documentation and connection details.

sync_design export_code

Canva

Design 3 tools

Design generation and editing through the Canva API.

Open https://www.canva.dev/docs for documentation and connection details.

create_design export_design list_templates

Confluence

Communication 3 tools

Atlassian wiki access for documentation search and edits.

Open https://developer.atlassian.com/cloud/confluence for documentation and connection details.

search_pages get_page create_page

Datadog

Security & Monitoring 3 tools

Logs, metrics, and APM for observability-driven debugging.

Install from https://github.com/GeLi2001/datadog-mcp-server and add the server to your MCP client configuration (see repository README).

query_metrics search_logs list_monitors

Deepseek

AI & Memory 2 tools

Fallback model switching and Deepseek API access.

Open https://api-docs.deepseek.com for documentation and connection details.

chat list_models

Desktop Commander

Dev Tools 4 tools

Terminal access, process management, and ripgrep-powered search on the local machine.

Install from https://github.com/wonderwhy-er/desktop-commander-mcp and add the server to your MCP client configuration (see repository README).

execute_command list_processes search_files +1 more

Docker

Cloud & Infra 3 tools

Container build, run, and image management.

Install from https://github.com/docker/mcp-server and add the server to your MCP client configuration (see repository README).

list_containers build_image run_container

Dropbox

Files & Docs 3 tools

File access and sharing in Dropbox.

Open https://www.dropbox.com/developers/documentation for documentation and connection details.

list_folder download_file upload_file

E2B

Dev Tools 4 tools

Sandboxed cloud code execution environments for running untrusted code safely.

Install from https://github.com/e2b-dev/mcp-server and add the server to your MCP client configuration (see repository README).

create_sandbox run_code upload_file +1 more

Fal.ai

AI & Memory 2 tools

Fast AI image and media generation.

Open https://fal.ai/docs for documentation and connection details.

generate_image get_result

Figma

Design 3 tools

Live design layers to code via official Figma Dev Mode and REST APIs.

Install from https://github.com/GLips/Figma-Context-MCP and add the server to your MCP client configuration (see repository README).

get_file get_node export_asset

Firecrawl

Search & Web 3 tools

URL-to-clean-Markdown scraping for LLM-ready web content extraction.

Install from https://github.com/mendableai/firecrawl-mcp-server and add the server to your MCP client configuration (see repository README).

scrape_url crawl_site map_site

GitLab

Dev Tools 4 tools

GitLab repositories, merge requests, CI/CD pipelines, and project management.

Install from https://github.com/zereight/gitlab-mcp and add the server to your MCP client configuration (see repository README).

list_projects get_merge_requests get_pipeline_status +1 more

Google Calendar

Communication 3 tools

Events, scheduling, and calendar management.

Open https://developers.google.com/calendar for documentation and connection details.

list_events create_event find_free_time

Google Cloud

Cloud & Infra 3 tools

GCP services access for compute, storage, and APIs.

Open https://cloud.google.com/mcp for documentation and connection details.

list_projects run_gcloud query_bigtable

Google Sheets

Data & Analytics 3 tools

Spreadsheet read and write via Google Sheets API.

Open https://developers.google.com/sheets/api for documentation and connection details.

read_range write_range list_sheets

GPT Researcher

Search & Web 2 tools

Deep research report generation from multi-source web investigation.

Install from https://github.com/assafelovic/gpt-researcher and add the server to your MCP client configuration (see repository README).

conduct_research generate_report

Grafana

Security & Monitoring 2 tools

Dashboard and alert access for metrics visualization.

Install from https://github.com/grafana/mcp-grafana and add the server to your MCP client configuration (see repository README).

list_dashboards query_datasource

Hex

Data & Analytics 2 tools

Collaborative data notebooks and SQL workspaces.

Open https://learn.hex.tech for documentation and connection details.

run_cell list_projects

HubSpot

Automation 3 tools

CRM contacts, deals, and marketing campaigns.

Open https://developers.hubspot.com for documentation and connection details.

search_contacts create_deal list_campaigns

iMessage

Files & Docs 3 tools

Safely query and analyze iMessage conversations including attachments.

Install from https://github.com/tylerwince/mcp-imessage and add the server to your MCP client configuration (see repository README).

list_conversations search_messages export_thread

Jina Reader

Search & Web 2 tools

Web content extraction optimized for readability and RAG pipelines.

Open https://jina.ai/reader for documentation and connection details.

read_url search_web

Jira

Communication 3 tools

Tickets, sprints, and project tracking in Jira.

Open https://developer.atlassian.com/cloud/jira for documentation and connection details.

search_issues create_issue transition_issue

Keboola

Data & Analytics 3 tools

Data workflows, integrations, and analytics pipelines.

Install from https://github.com/keboola/mcp-server and add the server to your MCP client configuration (see repository README).

list_tables run_transformation create_flow

Kubernetes

Cloud & Infra 3 tools

Cluster and pod management: logs, deployments, and manifests.

Install from https://github.com/Flux159/mcp-server-kubernetes and add the server to your MCP client configuration (see repository README).

list_pods get_pod_logs apply_manifest

Magic UI

Design 2 tools

React and Tailwind component library for rapid UI generation.

Install from https://github.com/magicuidesign/mcp and add the server to your MCP client configuration (see repository README).

list_components get_component_code

Make

Automation 2 tools

Visual automation flows (Integromat) for multi-step integrations.

Open https://www.make.com/en/api-documentation for documentation and connection details.

list_scenarios run_scenario

Mem0

AI & Memory 3 tools

Long-term memory layer for AI agents across conversations.

Install from https://github.com/mem0ai/mem0 and add the server to your MCP client configuration (see repository README).

add_memory search_memory list_memories

Mercado Libre

Payments & Commerce 3 tools

Marketplace interaction and product integration for Latin America.

Install from https://github.com/mercadolibre/mcp-mercadolibre and add the server to your MCP client configuration (see repository README).

search_listings get_item update_listing

Mercado Pago

Payments & Commerce 3 tools

Latin America payments API for charges and refunds.

Open https://www.mercadopago.com/developers for documentation and connection details.

create_payment get_payment_status refund_payment

Metabase

Data & Analytics 2 tools

BI dashboard querying and question execution.

Install from https://github.com/metabase/mcp-metabase and add the server to your MCP client configuration (see repository README).

run_question list_dashboards

Metoro

Cloud & Infra 2 tools

Query and interact with Kubernetes environments for observability.

Install from https://github.com/metoro-io/metoro-mcp-server and add the server to your MCP client configuration (see repository README).

query_cluster list_workloads

Microsoft MCP Gateway

Cloud & Infra 2 tools

Kubernetes-native reverse proxy for MCP routing in enterprise environments.

Open https://learn.microsoft.com for documentation and connection details.

register_server route_request

Microsoft Teams

Communication 3 tools

Teams messaging and channel collaboration.

Open https://learn.microsoft.com/microsoftteams for documentation and connection details.

list_channels send_message list_chats

Milvus

Databases 3 tools

Vector database search for embeddings and similarity retrieval.

Install from https://github.com/milvus-io/mcp-server-milvus and add the server to your MCP client configuration (see repository README).

search_vectors insert_vectors list_collections