Deterministic repo context for coding agents: ranked files with reasons, test routes, risk notes.
Deterministic repo context for coding agents: ranked files with reasons, test routes, risk notes.
Paste a GitHub issue URL, describe a task, or point at a diff. FixMap returns ranked context files, test routes, risk notes, and explainable diagnostics—without an account, API key, or model call.
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| uses | actions/checkout@v7 |
| run | echo '${{ steps.plan.outputs.report }}' > fixmap-plan.json |
{
"mcpServers": {
"fixmap": {
"command": "npx",
"args": ["-y", "@aryam/fixmap"],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| GITHUB_TOKEN | Credential the server authenticates with. | Yes |
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
A MCP (Model Context Protocol) server implementation for [SimpleLocalize](https://simplelocalize.io).
Researches and demonstrates the implementation of Message Coordination Protocol (MCP) servers for distributed systems.
Answer questions from documents too large to fit in context, reading only the sections you need.