"AWS Cost and Usage Analysis with Cost Optimization Recommendations" matching MCP servers:

• repowise

  repowise-dev

  A

  license

  A

  quality

  A

  maintenance

  Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.

  Last updated 2026-07-24

  2

  11

  4,188

  AGPL 3.0

• Blind-Auditor-MCP

  Sim-xia

  A

  license

  B

  quality

  F

  maintenance

  A zero-cost MCP server that forces AI to self-correct code using prompt injection and context isolation.

  Last updated 2025-12-10

  4

  10

  MIT

• Gonka Network Pricing

  bystray

  A

  license

  B

  quality

  A

  maintenance

  Compare LLM inference costs and find cheap alternatives to OpenAI/Anthropic/DeepSeek. Gonka Network offers an OpenAI-compatible API at up to 6800x lower cost than GPT-4o.

  Last updated 2026-07-22

  17

  MIT

• Cursor Agent MCP Server

  Darkstar326

  A

  license

  C

  quality

  C

  maintenance

  Wraps the cursor-agent CLI to provide cost-effective tools for repository analysis, code search, planning, and editing. Offloads heavy thinking tasks from the host AI to reduce token usage while maintaining precise, scoped workspace operations.

  Last updated 2025-12-05

  7

  5

  MIT

• kimi-code-mcp

  howardpen9

  A

  license

  -

  quality

  B

  maintenance

  Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase reading to Kimi (256K context) for cost savings, while Claude focuses on reasoning and code edits.

  Last updated 2026-06-22

  16

  56

  MIT

• opencode-delegate-mcp

  mryesiller

  A

  license

  -

  quality

  B

  maintenance

  Lets your primary coding agent delegate grunt work to a cheaper model via OpenCode, enabling cost-effective task distribution.

  Last updated 2026-07-21

  MIT

• switchyard

  timjensgrossinger

  A

  license

  -

  quality

  A

  maintenance

  Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.) with cost-aware tier routing and parallel wave orchestration.

  Last updated 2026-07-22

  2

  Apache 2.0

• LocalLama MCP Server

  Heratiki

  F

  license

  -

  quality

  A

  maintenance

  Routes coding tasks to local and remote LLMs with intelligent cost-quality optimization, supports benchmarking and code search.

  Last updated 2026-06-08

  42

• openai-mcp

  iflow-mcp

  F

  license

  -

  quality

  D

  maintenance

  A versatile MCP server that enables natural language software development tasks using multiple LLM providers (OpenAI, Anthropic) with real-time visualization, cost management, and a comprehensive tool suite.

  Last updated 2025-11-27

• parecode

  BasilSkyWalk

  A

  license

  A

  quality

  A

  maintenance

  An MCP server giving coding agents context-window-aware code search and safe, atomic multi-file edits — built to cut token usage on large codebases without sacrificing correctness.

  Last updated 2026-07-13

  3

  65

  5

  MIT

• misterdev

  dcondrey

  A

  license

  A

  quality

  A

  maintenance

  An autonomous, extensible LLM build orchestrator. Give it a repo and a goal; it decomposes the goal into tasks, edits code, and gates every change on build/tests/lint, reverting regressions. Polygot, cost-aware model selection, pluggable via entry points. Ships as an MCP server so any client can drive it in plain English.

  Last updated 2026-07-14

  10

  5

  AGPL 3.0

• Cynical Sally

  w1ckedxt

  A

  license

  A

  quality

  A

  maintenance

  Provides brutally honest code reviews, explanations, and refactoring suggestions via CLI and MCP tools.

  Last updated 2026-07-04

  8

  189

  84

  MIT

• Deepseek MCP Server

  arikusi

  A

  license

  A

  quality

  A

  maintenance

  MCP server for DeepSeek AI models (Chat + Reasoner). Supports multi-turn sessions, model fallback with circuit breaker, function calling, thinking mode, JSON output, multimodal input, and cost tracking.

  Last updated 2026-07-13

  3

  2,413

  17

  MIT

• LeetCode MCP Server

  jinzcdev

  A

  license

  A

  quality

  A

  maintenance

  A Model Context Protocol server that provides integration with LeetCode APIs, enabling automated interaction with programming problems, contests, solutions, and user data across both leetcode.com and leetcode.cn platforms.

  Last updated 2026-07-12

  9

  311

  132

  MIT

• claude-mcp-bridge

  JaimeJunr

  A

  license

  A

  quality

  C

  maintenance

  MCP server that lets any agent or MCP host delegate tasks to Claude Code running headless, with tools for review, validation, analysis, and autonomous work.

  Last updated 2026-07-02

  4

  113

  2

  MIT

• agentmem

  Thezenmonster

  A

  license

  A

  quality

  D

  maintenance

  Governed memory for coding agents with trust lifecycle, conflict detection, staleness tracking, and health scoring. SQLite + FTS5, zero infrastructure. Works with Claude Code, Cursor, Codex, Windsurf.

  Last updated 2026-04-17

  13

  3

  MIT

• CLI Agent MCP

  shiharuharu

  A

  license

  A

  quality

  F

  maintenance

  Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and OpenCode) through a single MCP interface with real-time task monitoring, enabling specialized code analysis, UI design, implementation, and prototyping workflows.

  Last updated 2026-02-10

  11

  21

  MIT

• cursor-mcp-bridge

  JaimeJunr

  A

  license

  A

  quality

  B

  maintenance

  MCP server that lets any agent or MCP host delegate tasks to the Cursor CLI agent for fast, headless execution. Supports task delegation, project discovery, file analysis, and follow-up sessions.

  Last updated 2026-07-19

  3

  12

  2

  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

• sharplens-mcp

  pzalutski-pixel

  A

  license

  A

  quality

  A

  maintenance

  A Model Context Protocol (MCP) server providing 62 AI-optimized tools for .NET/C# semantic code analysis, navigation, refactoring, and code generation using Microsoft Roslyn. Built for AI coding agents - provides compiler-accurate code understanding that AI cannot infer from reading source files alone.

  Last updated 2026-07-05

  62

  29

  MIT