Topic · updated 2026-10-05
Python MCP servers
2625 Python MCP servers indexed on awesomemcp.in. Every entry links to a live GitHub repository with a known author, is de-duplicated across the official MCP registry and community lists, and carries an automated vulnerability-check badge. Built by @microsoft, @modelcontextprotocol, @semgrep, @awslabs, @mutonby and 2178 other authors.
Top 60 Python MCP servers
Convert many file formats, local or remote, to Markdown for LLMs using MarkItDown.
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★ 188,619
2026-10-04Web content fetching and processing for AI consumption.
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★ 91,017
2026-10-05Read, search and analyze local Git repositories.
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★ 91,017
2026-10-05Scan code for security vulnerabilities using Semgrep.
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★ 16,884
2026-10-05Suite of servers for integrating with AWS services and resources.
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★ 9,755
2026-10-04Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.
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★ 9,755
2026-10-04Get prescriptive CDK advice, explain CDK Nag rules, check suppressions, generate Bedrock Agent schemas, and discover AWS Solutions Constructs patterns.
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★ 9,755
2026-10-04Core AWS MCP server providing prompt understanding and server management capabilities.
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★ 9,755
2026-10-04Analyze CDK projects to identify AWS services used and get pricing information from AWS pricing webpages and API.
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★ 9,755
2026-10-04Fetch, convert, and search AWS documentation pages, with recommendations for related content.
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★ 9,755
2026-10-04Generate images using Amazon Nova Canvas with text prompts and color guidance.
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★ 9,755
2026-10-04Turn long videos into viral vertical shorts and publish them to TikTok, Instagram and YouTube.
Needs review
★ 6,134
2026-10-05Create validated, maintainable data charts and dashboards with Vizro tools and templates.
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★ 3,797
2026-10-04An MCP server giving access to Grafana dashboards, data and more.
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★ 3,525
2026-10-05Stock market API made for AI agents
Needs review
★ 2,300
2025-06-05Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows
Needs review
★ 2,014
2026-10-05Qdrant integration.
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★ 1,542
2026-09-04Neo4j integration: run queries, use Neo4j as knowledge graph memory and manage Neo4j Aura instances.
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★ 987
2026-09-09MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
Needs review
★ 912
2026-10-05Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.
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★ 879
2026-10-01Data quality evaluation with Dingo: run rule-based and LLM-based evaluations and list its rules and prompts.
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★ 757
2026-09-28dbt integration: dbt Core and Cloud CLI, project metadata discovery, model information and semantic layer queries.
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★ 607
2026-10-05Access local and cloud Chroma instances for retrieval.
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★ 598
2025-09-17SQL analytics and data engineering for AI Assistants and IDEs
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★ 526
2026-10-01MCP Server For Apache Doris, an MPP-based real-time data warehouse.
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★ 348
2026-10-01The official Plane MCP server provides integration with Plane APIs, enabling full AI automation of Plane projects, work items, cycles and more.
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★ 335
2026-09-29Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.
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★ 270
2026-10-05Interact with Milvus and Zilliz databases.
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★ 244
2026-08-11Convert PDFs, Word and PowerPoint files, images and spreadsheets to Markdown via the MinerU document parsing API.
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★ 219
2026-09-22Interact & query with Meilisearch (Full-text & semantic search API)
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★ 195
2026-09-08Interact with StarRocks
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★ 192
2026-09-08Interface with multiple blockchains: staking, DeFi, swaps, bridging, wallet management, DCA, limit orders, coin lookup and tracking.
Needs review
★ 178
2025-07-29Access and manage LLM application prompts created with Langfuse Prompt Management.
Needs review
★ 173
2025-02-16Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.
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★ 169
2026-09-08Access OpenTelemetry traces and metrics through Logfire.
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★ 161
2026-07-13Chat-driven AI video montage: beat-synced cuts, auto-matched music, subtitles, transitions.
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★ 157
2026-10-04Integrate private and public market data via Octagon AI agents.
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★ 147
2026-07-09MCP server providing seamless access to FHIR APIs for AI tools and healthcare applications
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★ 137
2026-09-30Operate Alibaba Cloud resources, including ECS, Cloud Monitor, OOS and other widely used cloud products.
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★ 131
2026-03-16generate lyrics, song and background music(instrumental)
Needs review
★ 118
2025-05-13Forecasting and prediction with Chronulus AI agents.
Needs review
★ 112
2025-07-19MCP Server for OceanBase database and its tools
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★ 108
2026-06-09Production-ready RAG out of the box to search and retrieve data from your own documents.
Needs review
★ 103
2025-07-27Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning with Cycode.
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★ 99
2026-10-05Orchestrate hyperparameter search and other optimization tasks with Optuna.
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★ 86
2026-08-05Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...
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★ 85
2026-10-05Twelve Data MCP: real-time & historical market data (stocks, crypto, forex, etc).
Needs review
★ 82
2026-10-01Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs
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★ 72
2026-10-02Access Heurist Mesh web3 AI agents for blockchain analysis, smart contract auditing, token metrics, DeFi analysis, NFT valuation and transaction monitoring.
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★ 67
2026-03-25AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.
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★ 60
2026-10-05A collection of tools for managing the platform, addressing data quality and reading and writing to Teradata Database.
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★ 57
2026-10-01Automatically discover and configure MCP servers on your local machine.
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★ 53
2025-12-31Code intelligence via ast-grep: map project structure, fuzzy-find symbols and assess change impact in Python, JS/TS and Go.
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★ 53
2025-12-11MCP server for discovering, reading, and changing ZenML resources with compact generic tools
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★ 49
2026-09-29Use Panther's SIEM platform in natural language to write detections, query logs and manage alerts.
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★ 47
2026-10-05Server for advanced AI-driven video editing, semantic search, multilingual transcription, generative media, voice cloning, and content moderation.
Needs review
★ 47
2026-03-26Incident management, on-call scheduling, and intelligent analysis powered by Rootly.
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★ 45
2026-10-05Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.
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★ 42
2026-10-05Official MCP Server from Atlan which enables you to bring the power of metadata to your AI tools
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★ 41
2026-09-28Contract and template management for drafting, reviewing and sending binding contracts via the eSignatures API.
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★ 40
2026-10-05
Search all 2625 in the interactive index →
Quick install
Add the most popular option to Claude Code:
claude mcp add markitdown -- uvx markitdown-mcp
FAQ
What is the best python mcp server?
By GitHub stars, the most popular is markitdown by @microsoft (188,619 stars). awesomemcp.in lists 2625 MCP servers for this topic, ranked by official status and popularity.
Are these MCP servers safe to install?
2547 of 2625 passed our automated vulnerability check (OSV.dev advisories for the published package, OpenSSF Scorecard, license, maintenance and provenance). The check is automated and does not guarantee 100% safety — review the code and permissions before installing.
How do I install markitdown?
With Claude Code: claude mcp add markitdown -- uvx markitdown-mcp. Every listing on awesomemcp.in includes an install command and, where available, an mcp.json snippet for Claude Desktop, Cursor and other MCP clients.
Can AI agents read this list?
Yes. The full catalog is available as JSON at https://awesomemcp.in/api/mcps.json and https://awesomemcp.in/api/skills.json, and as plain text at https://awesomemcp.in/llms.txt.