"Developing an application by analyzing specified development and API documentation" matching MCP servers:

• I'm an Old Sun Box — MCP

  ryancnelson

  -

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI agents to debug and repair historical Solaris/SPARC systems by providing an out-of-band control plane with guest DTrace, QEMU monitor access, SPARC-aware GDB, host eBPF/perf tracing, and an immutable evidence ledger for cross-layer hypothesis testing.

  Updated 3 hours ago (2026-08-27 19:24 UTC)

• API Weaver

  bowbozaa

  A

  license

  -Not graded

  quality

  B

  maintenance

  A comprehensive MCP server with RESTful API that enables file operations, command execution, project management, and AI integration for remote development control with security features and real-time communication.

  Updated 24 days ago (2026-08-04 02:26 UTC)

  44

  MIT

• Unrestricted Development MCP

  ConnorBoetig-dev

  F

  license

  B

  quality

  -Not graded

  maintenance

  Provides unrestricted access to your development environment with filesystem operations and shell command execution capabilities, including sudo support for local development machines.

  Updated 10 months ago (2025-11-05 04:18 UTC)

  49
• 

  SAP Sybase MCP Server by CDataofficial

  CDataSoftware

  A

  license

  -Not graded

  quality

  D

  maintenance

  This read-only MCP Server allows you to connect to SAP Sybase data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out our MCP Server for SAP Sybase (https://www.cdata.com/drivers/sybase/download/mcp).

  Updated 10 months ago (2025-10-18 19:18 UTC)

  1

  MIT

• kimi-api-mcp

  bene-bosco

  A

  license

  -Not graded

  quality

  D

  maintenance

  MCP server that provides file operations and Moonshot API-powered tools (reasoning, code review, testing, research, web search, agent) for Kimi K2.5, requiring only a Moonshot API key.

  Updated 5 months ago (2026-03-30 15:42 UTC)

  268

  1

  MIT

• api-redbox-mcp

  alfredojrc

  F

  license

  -Not graded

  quality

  B

  maintenance

  Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LLM-driven security analysis of REST APIs, confining blast radius via container isolation.

  Updated 2 months ago (2026-06-14 08:12 UTC)

• THU Agent by CyberCraze

  cybercrazetech

  F

  license

  -Not graded

  quality

  D

  maintenance

  An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.

  Updated 4 months ago (2026-04-13 05:18 UTC)

  10

• Open Policy Agent (OPA) REST

  ag2-mcp-servers

  F

  license

  -Not graded

  quality

  D

  maintenance

  An MCP Server that enables natural language interaction with the Open Policy Agent REST API, allowing users to manage policies, decisions, and data through conversational interfaces.

  Updated a year ago (2025-07-16 14:21 UTC)

  1

• Managed Service for Microsoft

  ag2-mcp-servers

  F

  license

  -Not graded

  quality

  D

  maintenance

  An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

  Updated a year ago (2025-07-16 13:59 UTC)

• PostgreSQL API SSH MCP Server

  AmirTlinov

  A

  license

  B

  quality

  -Not graded

  maintenance

  A universal MCP server that enables AI agents to securely manage PostgreSQL databases, make API requests, and execute SSH commands with features for database analysis, schema editing, and data operations.

  Updated 7 months ago (2026-01-23 15:47 UTC)

  3

  1

• Board Terminal Skill

  kkst1

  F

  license

  B

  quality

  C

  maintenance

  MCP server for running shell commands on a Linux development board via UART serial.

  Updated a month ago (2026-07-15 02:10 UTC)

  1

• GPT Commander

  PushPullCommitPush

  F

  license

  C

  quality

  C

  maintenance

  A security-first MCP server that provides LLMs with structured tools for filesystem, process, search, build/test/lint, IDE integration, and more.

  Updated 8 months ago (2026-01-11 08:47 UTC)

  40

  2

• SSH MCP Server

  SIE-Operations-and-Maintenance-Team

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI clients to securely execute remote commands and transfer files over SSH through standardized MCP tools, with multi-host management, flexible authentication, and an admin console.

  Updated 10 hours ago (2026-08-27 12:16 UTC)

  ISC

• MCP Auth Server

  christian-posta

  F

  license

  -Not graded

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server with HTTP transport that implements JWT authentication, allowing secure tool execution and prompt handling with role-based access control.

  Updated a year ago (2025-08-11 01:18 UTC)

  61

• stillvault-mcp

  Wolstapp

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to securely use real secrets (API keys, database passwords) by requiring human approval for each release, ensuring secrets never enter the model's context.

  Updated 2 months ago (2026-06-19 12:26 UTC)

  2

  Apache 2.0

• @humsana/mcp-server

  sriramnatrajhen

  A

  license

  A

  quality

  C

  maintenance

  Cognitive security for AI-assisted development, preventing dangerous commands and large AI code rewrites when fatigued.

  Updated a month ago (2026-07-31 13:33 UTC)

  4

  33

  MIT

• Claude TypeScript MCP Servers

  ukkz

  A

  license

  A

  quality

  D

  maintenance

  A collection of Model Context Protocol servers that enable Claude Desktop to provide development assistance capabilities with filesystem, Git, shell command, and web search functionality without incurring API usage costs.

  Updated 9 months ago (2025-11-25 19:09 UTC)

  2

  19

  MIT

• mcp-server

  Murtaza1211

  F

  license

  A

  quality

  B

  maintenance

  MCP server for inspecting IBM Liberty/WebSphere application servers over SSH, enabling reading sanitized configs, performing health checks, and searching logs remotely.

  Updated a month ago (2026-07-30 11:30 UTC)

  4

• mcp-grok-executor

  emigrete

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that turns Grok CLI into the execution agent for Claude Code, implementing an orchestrated execute-verify-autofix loop for autonomous development tasks.

  Updated a month ago (2026-07-13 20:03 UTC)

  7

  MIT

• devops-deploy-guard-mcp-server

  awais2o

  F

  license

  A

  quality

  A

  maintenance

  Production-ready, zero-knowledge AI DevOps deployment, infrastructure provisioning, self-healing execution, and persistent documentation engine for VPS servers.

  Updated a month ago (2026-07-25 23:22 UTC)

  20

  4