ai.wild-card/deepcontext
Advanced codebase indexing and semantic search MCP server
MCP server · by wild-card.ai
About
ai.wild-card/deepcontext is an MCP server published by wild-card.ai. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-12.
What it asks for
- Runs on your machine
- Secrets: 3
- Settings: 3
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a local MCP server: npm package
Built from what Official MCP Registry declares.
claude mcp add --env "JINA_API_KEY=<YOUR_JINA_API_KEY>" --env "TURBOPUFFER_API_KEY=<YOUR_TURBOPUFFER_API_KEY>" --env "WILDCARD_API_KEY=<YOUR_WILDCARD_API_KEY>" --transport stdio deepcontext -- npx -y @wildcard-ai/deepcontext[mcp_servers.deepcontext]
command = "npx"
args = ["-y", "@wildcard-ai/deepcontext"]
[mcp_servers.deepcontext.env]
JINA_API_KEY = "<YOUR_JINA_API_KEY>"
TURBOPUFFER_API_KEY = "<YOUR_TURBOPUFFER_API_KEY>"
WILDCARD_API_KEY = "<YOUR_WILDCARD_API_KEY>"{
"mcpServers": {
"deepcontext": {
"command": "npx",
"args": [
"-y",
"@wildcard-ai/deepcontext"
],
"env": {
"JINA_API_KEY": "<YOUR_JINA_API_KEY>",
"TURBOPUFFER_API_KEY": "<YOUR_TURBOPUFFER_API_KEY>",
"WILDCARD_API_KEY": "<YOUR_WILDCARD_API_KEY>"
}
}
}
}Replace the values in angle brackets with your own. We show the names of the settings, never values.
We do not store launch arguments. If the server needs any, its own documentation names them.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.1.15 | No figure published | Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
Nothing has moved on this plugin since we started watching it.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
-
filesift io.github.roshunsunder/filesift
Local file search for AI agents — semantic + keyword indexing over your codebase.
-
Sunstone Weave: Local Semantic Code Search
Semantic search over local folders of code and docs, with a code-search encoder running on your CPU.
-
AI-powered code indexer with semantic search and knowledge graphs
-
Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.
-
Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…
-
code-context io.github.infino-ai/code-context
Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.
-
Local-first semantic search for your codebase and conversation history. Hybrid vector + BM25 search with cross-encoder reranking, AST-aware chunking for 6 languages, smart…
-
MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.
-
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.
-
Local-first semantic search for your codebase and conversation history. Hybrid vector + BM25 search with cross-encoder reranking, AST-aware chunking for 6 languages, smart…
-
ory-lumen
lluminate your codebase with semantic search for code agents. Faster results with less tool calls. Works great in small and large code bases.
-
CodeAlive context engine for semantic code search and AI-powered codebase Q&A. Enables AI coding agents to understand entire codebases beyond just open files — search across all…
-
Indexes your project — code, markdown, PDFs, legal text, research notes into a local SQLite file. Claude searches it before grepping. No API keys, no cloud, nothing leaves your…
Has a listing on Claude Code: claude-plugins-official (5)
-
Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…
-
Code search and understanding across codebases. Search, read, and trace references across repositories; analyze refactor impact; investigate incidents via commit and diff search…
-
Upstash Context7 MCP server for up-to-date documentation lookup. Connects to Context7's hosted remote MCP server (https://mcp.context7.com/mcp) — no local Node.js or npx required…
-
Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents.
-
Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.
Has a listing on Claude: knowledge-work-plugins (5)
-
Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.
-
MCP server for terminal commands, file operations, and process management
-
Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…
-
AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
-
Streamline engineering workflows — standups, code review, architecture decisions, incident response, and technical documentation. Works with your existing tools or standalone.
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
AI-powered code review in Codex, powered by CodeRabbit.
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Use MagicPath to find, inspect, install, create, and edit UI components from Codex.
Has a listing on Community GitHub marketplaces (5)
-
Sourcery security findings for AI coding agents: triage and minimal-change remediation via the public Sourcery API (12 MCP tools + skills).
-
Endor Labs AI Plugins (Legacy)
Legacy Claude Code plugin id for Endor Labs Agent Kit workflows.
-
Dash0 Observability
OpenTelemetry observability for OpenAI Codex sessions. Captures prompts, tool calls, MCP calls, sub-agent activity, and token usage as OTel traces.
-
Endor Labs workflow agents and setup for Claude Code.
-
Local graph memory that lets Codex recall project context across sessions.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Analyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates…
-
Meta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.
-
Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
-
Model, visualize, and deploy applications with Radius from the GitHub Copilot app and CLI.
-
Shows live prompt-cache reuse, expiry, token composition, and AIU cost for the current GitHub Copilot session without making model calls.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
-
Advanced Security plugin for GitHub Copilot.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Navigate and interact with your C++ code using the Microsoft C++ Language Server.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
Has a listing on Cursor: cursor/plugins (5)
-
Build apps, scripts, and automations with the TypeScript SDK.
-
Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…
-
Manage repos, issues, pull requests, and Actions.
-
Iterative self-referential AI loops using the Ralph Wiggum technique.
-
Consult a stronger model before major decisions, when stuck, and before declaring done.
Has a listing on Docker MCP Catalog (5)
-
Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
-
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
-
Ref powerful search tool connets your coding tools with documentation context. It includes an up-to-date index of public documentation and it can ingest your private documentation…
-
Production-ready RAG service to search and retrieve data from your documents.
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
Has a listing on Official MCP Registry (5)
-
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
-
filesift io.github.roshunsunder/filesift
Local file search for AI agents — semantic + keyword indexing over your codebase.
-
Sunstone Weave: Local Semantic Code Search
Semantic search over local folders of code and docs, with a code-search encoder running on your CPU.
-
AI-powered code indexer with semantic search and knowledge graphs
-
Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and can put its remote endpoint on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.