"Linear ticket integration tool for code context enhancement" matching MCP servers:

• prompt-enhancement-mcp-server

  ramvishvas

  A

  license

  -

  quality

  C

  maintenance

  Enables users to enhance rough prompts into more detailed, clear, and effective versions using multiple AI providers like Anthropic, OpenAI, and Gemini. Supports custom templates and integrates with any MCP-compatible client.

  Updated 6 months ago (2026-02-08 14:35 UTC)

  8

  Apache 2.0

• Gemini Code Context MCP

  qmediat

  A

  license

  -

  quality

  C

  maintenance

  Provides persistent codebase context caching via Gemini API, enabling fast, cost-effective repeat queries for MCP hosts like Claude Code.

  Updated a month ago (2026-07-20 06:11 UTC)

  195

  MIT

• MCP Ticket Server

  Saeid1992

  F

  license

  -

  quality

  C

  maintenance

  Exposes a ticket classification tool that categorizes support tickets by severity, category, sentiment, and summary via MCP, using the Anthropic API for classification and packaged as a Claude Desktop extension.

  Updated 14 days ago (2026-08-04 21:42 UTC)

• Tool Compass

  mcp-tool-shop-org

  A

  license

  -

  quality

  C

  maintenance

  Semantic navigator for MCP tools that finds relevant tools by natural language intent, reducing token usage by 95%.

  Updated 7 days ago (2026-08-12 01:52 UTC)

  1

  MIT

• mcp-kaggle-tool

  MikeyBeez

  F

  license

  B

  quality

  D

  maintenance

  MCP server for Kaggle API integration that allows creating, running, and managing Kaggle notebooks programmatically.

  Updated 7 months ago (2026-01-14 19:30 UTC)

  8

  1

• tool-smith

  ganlin770

  A

  license

  -

  quality

  C

  maintenance

  MCP server that routes natural language requests to structured tool calls using a LoRA-tuned small language model, with built-in validation, retry, and fallback recovery.

  Updated 2 months ago (2026-06-17 09:37 UTC)

  MIT

• MCP Think Tool

  kenji200056

  A

  license

  -

  quality

  D

  maintenance

  Provides a no-op 'think' tool that enables Claude to decompose complex problems and enhance reasoning by pausing to organize thoughts.

  Updated a year ago (2025-09-19 00:15 UTC)

  17

  ISC

• Context Guardian

  Ar5en1c

  A

  license

  -

  quality

  C

  maintenance

  MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giving agents precision retrieval tools instead of raw context dumps.

  Updated 4 months ago (2026-04-09 09:00 UTC)

  14

  7

  MIT

• MCP Llama Integration Server

  EXPESRaza

  A

  license

  -

  quality

  D

  maintenance

  Implements the Model Context Protocol to retrieve context from a locally running Llama model, enabling AI applications to query and receive relevant information.

  Updated a year ago (2025-04-05 06:05 UTC)

  4

  MIT

• MCP Tool AI

  dkokane0

  F

  license

  -

  quality

  B

  maintenance

  A configurable MCP gateway that runs multiple Streamable HTTP MCP servers and exposes all their tools through a single endpoint, enabling tool aggregation and routing for MCP clients.

  Updated a month ago (2026-07-20 11:27 UTC)

• FrameForge ChatGPT Integration

  stepperandy

  F

  license

  -

  quality

  B

  maintenance

  Enables ChatGPT to generate images, videos, and scenes through FrameForge, and open the full FrameForge experience, with secure OAuth-based authentication.

  Updated 2 days ago (2026-08-17 00:54 UTC)

• ollama-code-mcp

  darthzen

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that lets Claude Code delegate coding tasks such as code generation, review, refactoring, and test writing to a local Ollama instance running a Qwen3 model.

  Updated 20 days ago (2026-07-29 21:52 UTC)

  9

  MIT

• Code Intelligence MCP

  lyw405

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that recommends UI components and utility methods from private code repositories using AI to enhance code reuse and development efficiency.

  Updated 9 months ago (2025-11-14 08:03 UTC)

  4

  10

  1

  MIT

• kimi-code-mcp

  howardpen9

  A

  license

  A

  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.

  Updated 22 days ago (2026-07-28 02:23 UTC)

  8

  72

  59

  MIT

• Context-first

  XJTLUmedia

  A

  license

  A

  quality

  D

  maintenance

  Long AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp

  Updated 4 months ago (2026-04-15 01:09 UTC)

  8

  1

  MIT

• chatgpt-context-mcp

  protosskai

  A

  license

  A

  quality

  C

  maintenance

  Imports private ChatGPT conversations into MCP clients like Codex and Claude Code. Provides tools to fetch remote conversation content and serve cached context via local stdio.

  Updated 2 months ago (2026-06-20 12:22 UTC)

  4

  1

  MIT

• Gemini Code Review MCP

  nicobailon

  A

  license

  B

  quality

  C

  maintenance

  AI-powered code review server that analyzes git diffs and PRs with context from project guidelines and task lists. Supports integration with Claude Code and Cursor via MCP.

  Updated a year ago (2025-07-16 03:54 UTC)

  3

  1

  MIT

• Gemini MCP Tool

  jacobcxdev

  A

  license

  B

  quality

  D

  maintenance

  MCP server that integrates Google Gemini CLI with AI assistants, enabling large file analysis and natural language queries without an API key.

  Updated 4 months ago (2026-05-01 00:34 UTC)

  6

  23

  MIT
• 

  @yavdaanalytics/contextofficial

  yavdaanalytics

  A

  license

  -

  quality

  B

  maintenance

  A context window optimizer and session rotator MCP server for agentic workflows that prevents LLMs from running out of context by compacting chat history and rotating sessions.

  Updated a month ago (2026-07-16 18:10 UTC)

  3

  MIT

• Context Intelligence Layer

  myselfvivek17

  A

  license

  -

  quality

  D

  maintenance

  Provides LLMs with persistent memory and reusable skills via MCP, enabling semantic storage and retrieval of user preferences, project context, and step-by-step procedures across conversations.

  Updated 4 months ago (2026-04-04 16:35 UTC)

  2

  MIT