"Autonomous tools or methods for building out projects" matching MCP servers:

• methods-mcp

  webwebb56

  A

  license

  -

  quality

  C

  maintenance

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

  Apache 2.0

• or-info

  jmtrs

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

  Last updated 2026-05-22

  3,336

  1

  MIT

• autonomous-frontend-browser

  Winds-AI

  A

  license

  A

  quality

  -

  maintenance

  Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.

  Last updated 2025-09-05

  9

  9

  10

• open-projects

  hasna

  -

  license

  -

  quality

  C

  maintenance

  Project management CLI + MCP server for AI agents. Register projects once, open them anywhere, sync to S3, auto-init git, and wire into the hasna ecosystem.

  Last updated 2026-06-07

• Korea Building Register MCP

  coding-realtor

  A

  license

  A

  quality

  D

  maintenance

  Provides 12 tools to query South Korean building register data, including title sheets, floor details, and official house prices via the data.go.kr API. It enables users to perform smart building lookups and region code searches using natural language.

  Last updated 2026-03-05

  12

  2

  Apache 2.0

• Autonomous Documentation MCP

  perryjr1444-ux

  A

  license

  A

  quality

  C

  maintenance

  Automatically analyzes codebases and generates beautiful Mintlify-style documentation with API references, code examples, and changelogs. Keeps documentation synchronized with code changes across multiple programming languages.

  Last updated 2025-11-24

  8

  1

  MIT

• github-projects-mcp

  Arclio

  A

  license

  A

  quality

  C

  maintenance

  github-projects-mcp

  Last updated 2025-05-22

  8

  31

  Python

  MIT

• crypto-projects-mcp

  kukapay

  A

  license

  B

  quality

  C

  maintenance

  crypto-projects-mcp

  Last updated 2025-05-11

  1

  1

  MIT

• Building Big Data MCP Server

  handaas

  F

  license

  -

  quality

  C

  maintenance

  Provides comprehensive building and office address information queries for enterprises in China, including fuzzy enterprise search, office address details and statistics, and building information queries to support geographical distribution and occupancy analysis.

  Last updated 2025-08-12

• MCP Autonomous Analyst

  MadMando

  F

  license

  -

  quality

  C

  maintenance

  A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.

  Last updated 2025-05-27

• GitHub Projects MCP Server

  Lexmata

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to manage GitHub Projects V2, including items, fields, and views through a standardized interface.

  Last updated 2026-04-16

  17

  15

  1

  MIT

• Zoho Projects MCP Server

  qpiai

  A

  license

  B

  quality

  D

  maintenance

  Enables AI assistants to interact with Zoho Projects for managing projects, tasks, issues, milestones, users, and performing searches. Supports comprehensive project management operations through natural language with automatic OAuth token handling.

  Last updated 2025-10-21

  20

  7

  MIT

• GitHub Projects MCP Server

  taylor-lindores-reeves

  A

  license

  -

  quality

  C

  maintenance

  Enables users to interact with GitHub's Projects v2 API through natural language for Agile project management, supporting repository details, issue tracking, and project board management operations.

  Last updated 2025-09-17

  35

  GPL 2.0

• Google OR-Tools server

  Jacck

  A

  license

  -

  quality

  D

  maintenance

  MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution

  Last updated 2024-12-26

  19

  MIT

• MCP Tools for Obsidian

  jacksteamdev

  A

  license

  -

  quality

  F

  maintenance

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 2026-05-13

  820

  MIT

• GitHub Projects MCP Server

  jamescalam

  F

  license

  -

  quality

  D

  maintenance

  Provides an MCP server for scraping and retrieving data from GitHub Projects, including issues, pull requests, and organizational metadata. It enables natural language interaction with project boards and repository contents using GitHub Personal Access Tokens.

  Last updated 2025-07-11

  1

• Database Tools for Claude AI

  elber-code

  A

  license

  B

  quality

  C

  maintenance

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  9

  4

  MIT
• 

  Zoho Projects MCP Server byofficial

  CDataSoftware

  A

  license

  -

  quality

  C

  maintenance

  This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zoho Projects (beta): https://www.cdata.com/download/download.aspx?sku=PZZK-V&type=beta

  Last updated 2025-10-18

  MIT

• MCP Tools

  joehuangcoding

  A

  license

  -

  quality

  C

  maintenance

  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  3

  MIT

• GitHub Projects MCP Server

  TerraCo89

  A

  license

  -

  quality

  C

  maintenance

  Enables managing GitHub Project views, priorities, dependencies, and metrics through natural language.

  Last updated 2025-03-27

  1

  MIT