Official MCP servers · page 2

microsoft/azure-devops-mcp

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

nottelabs/notte

Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows

qdrant/mcp-server-qdrant

Implement semantic memory layer on top of the Qdrant vector search engine

hashicorp/terraform-mcp-server

Terraform ecosystem integration: provider discovery, module analysis and Terraform Registry API access for infrastructure-as-code workflows.

elevenlabs/elevenlabs-mcp

The official ElevenLabs MCP server

ref-tools/ref-tools-mcp

Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by ref.tools

ArcadeData/arcadedb

Built into ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin and MongoDB QL support.

safedep/vet

Locally check npm and PyPI packages, such as those suggested by AI coding tools, for vulnerabilities and malicious code.

neo4j-contrib/mcp-neo4j

Neo4j integration: run queries, use Neo4j as knowledge graph memory and manage Neo4j Aura instances.

ClickHouse/mcp-clickhouse

ClickHouse database integration with schema inspection and query capabilities.

line/line-bot-mcp-server

Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

hyperbrowserai/mcp

Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.

semgrep/mcp

Enable AI agents to secure code with Semgrep.

SonarSource/sonarqube-mcp-server

Provides seamless integration with SonarQube Server or Cloud, and enables analysis of code snippets directly within the agent context

neondatabase/mcp-server-neon

Create and manage Postgres databases with Neon Serverless Postgres.

GoogleCloudPlatform/cloud-run-mcp

Official MCP Server to deploy to Google Cloud Run.

dbt-labs/dbt-mcp

Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

chroma-core/chroma-mcp

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

kagisearch/kagimcp

Search the web with Kagi Search.

motherduckdb/mcp-server-motherduck

Query and analyze data with MotherDuck and local DuckDB

gitkraken/gk-cli

A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.

log-10x/log10x-mcp

Rank log patterns by volume and cost, then compact (Splunk, self-managed Elasticsearch), tier down or offload the excess over each cap. Runs locally; no log data reaches log10x.

e2b-dev/mcp-server

Run code in secure sandboxes hosted by E2B

XeroAPI/xero-mcp-server

Access Xero's accounting and business features via its API.

graphlit/graphlit-mcp-server

Ingest content from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project, then search and retrieve relevant knowledge.

mapbox/mcp-server

Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.

apache/doris-mcp-server

MCP Server For Apache Doris, an MPP-based real-time data warehouse.

makeplane/plane-mcp-server

The official Plane MCP server provides integration with Plane APIs, enabling full AI automation of Plane projects, work items, cycles and more.

postmanlabs/postman-mcp-server

Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.

workopia/workopia-mcp

Workopia job search across employer career pages and ATS feeds, plus PDF resume generation, resume tailoring, cover letters and career advice.

ucsandman/DashClaw

Fail-closed approval layer for unattended agent runs: checks actions against org policy, requests human approval and logs every decision to a causal ledger.

WeftCut/WeftCut

Drive the WeftCut desktop video editor: trim and split clips, keyframes, effects, captions, audio mixing, markers and export, with live edits and dry runs.

geolens-io/geolens/mcp

Read-only access to a self-hosted GeoLens geospatial catalog: dataset search, schemas, GeoJSON features, saved maps and sandboxed SQL over PostGIS.

bgauryy/octocode-mcp

Leading AI-powered code assistant for advanced research, analysis and discovery across GitHub Repositories in large ecosystems

hustcc/mcp-echarts

Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

tokportal/tokportal-mcp

Managed TikTok, Instagram and YouTube accounts run by TokPortal's human account managers, with video upload, scheduling, analytics and webhooks.

zilliztech/mcp-server-milvus

Search, Query and interact with data in your Milvus Vector Database.

echelongraph/echelongraph-mcp

Keyless, read-only CVE and internet-exposure intelligence: CVE lookup and search, CISA KEV, EPSS history, CWE, vendor advisories (MSRC, Red Hat, Cisco, GHSA and more), SBOM and manifest checks, and aggregate exposure radars. Use the hosted endpoint (mcp.echelongraph.io) with no install, or run locally with npx.

jamsocket/forevervm

Run Python in a code sandbox.

opendatalab/MinerU-Ecosystem/mcp

Convert PDFs, Word and PowerPoint files, images and spreadsheets to Markdown via the MinerU document parsing API.

comet-ml/opik-mcp

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

meilisearch/meilisearch-mcp

Interact & query with Meilisearch (Full-text & semantic search API)

paypal/agent-toolkit

The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.

StarRocks/mcp-server-starrocks

Interact with StarRocks

scrapeless-ai/scrapeless-mcp-server

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

Tapetide-hq/nse-bse-indian-stock-market-data-mcp

Indian stock market data for about 8,200 NSE and BSE stocks via npx -y tapetide-mcp: quotes, quarterly financials, shareholding, a 326-ratio screener, FII/DII flows, option chains and company filings.

tinyfish-io/agentql-mcp

Enable AI agents to get structured data from unstructured web with AgentQL.

aliyun/alibabacloud-devops-mcp-server

Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform.