Search documents using semantic understanding to find relevant content based on meaning rather than keywords. Understands natural language queries and returns ranked passages with source information.
MIT
132,231 tools. Last updated 2026-05-10 02:00
"A tool for finding relevant files in a Git project based on questions" matching MCP tools:
- Retrieve Git branches for version-controlled projects in Octopus Deploy. Filter branches by name and manage results with pagination to streamline DevOps workflows.Mozilla Public 2.0
- Run a complete project analysis to get git history stats, project structure, code samples, and test mappings. Start here before reading specific files.MIT
- Scan git repository history to detect exposed secrets in commit messages, author information, branches, and deleted files for security auditing.MIT
- Find relevant tools by describing your task. Returns up to 10 matches based on natural language input.MIT
- Search vectorized files in a group using semantic queries to find relevant content based on meaning rather than keywords.MIT
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- AlicenseCqualityDmaintenanceA Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.Last updated41642MIT
Matching MCP Connectors
Manage your Canvas coursework with quick access to courses, assignments, and grades. Track upcomin…
ship-on-friday MCP — wraps StupidAPIs (requires X-API-Key)
- Register and initialize a new project, creating a local directory and optionally cloning a git knowledge repo, then indexing and binding your session to the project.Business Source 1.1
- Bind all subsequent tool calls in a session to a specific project. Call at the start of every session to set the active project.Business Source 1.1
- Extract and analyze project context by focusing on specified files or directories within a root path. Provides a static view of relevant files, using default exclusions or custom rules for precise filtering.Apache 2.0
- Retrieve current GitLab project details by automatically detecting the repository from git remotes. No parameters needed when working in a git repository with GitLab remote.Apache 2.0
- Find files in a project that contain chunks with specified text. Returns a file tree showing which files have matches.MIT
- Retrieve a minimal context pack for a query by using the knowledge graph as an index. Reads only the smallest relevant slices of Memory Bank files, avoiding full document dumps. Ideal for targeted questions.MIT
- Retrieve semantically relevant text chunks from a soul's workspace files to ground responses in its actual memories, personality, and backstory.
- Generate a repository map to analyze codebases by listing function prototypes and variables, prioritizing relevant files based on conversation context and ranking.MIT
- Retrieve the git status of a repository in an E2B sandbox, showing the current branch and modified, staged, or untracked files. Provide the sandbox ID and repository path to get a clear snapshot of changes.MIT
- Retrieve relevant lessons for a tool action context to inform decision-making in PreToolUse hooks.MIT
- Discover relevant people on the Mingle network by describing your needs and offers. Get ranked matches based on semantic similarity, even when browsing anonymously without a published card.Apache 2.0
- Get the questionnaire (check-ins container) for a project, returning the count of questions and their URL.MIT
- Create marketing knowledge skills in markdown. Write frameworks, checklists, strategies. Auto-generates quick action pills after creation. Skills load relevant to your current tool.MIT
- Find relevant code snippets in your project using natural language queries. This tool automatically indexes your codebase and returns semantically related results with file paths and line numbers.ISC