Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
OPENGROK_BASE_URL, OPENGROK_USERNAME, OPENGROK_PASSWORD, OPENGROK_VERIFY_SSL, OPENGROK_CODE_MODE, OPENGROK_ENABLE_MEMORY_TOOLS, OPENGROK_DEFAULT_PROJECT, OPENGROK_CONTEXT_BUDGET, OPENGROK_API_VERSION, HTTP_PROXY, OPENGROK_RESPONSE_FORMAT_OVERRIDE, OPENGROK_MEMORY_BANK_DIR, OPENGROK_LOCAL_COMPILE_DB_PATHS, OPENGROK_ENABLE_ELICITATION, OPENGROK_ENABLE_SAMPLING, OPENGROK_SAMPLING_MODEL, OPENGROK_ENABLE_FILES_API, OPENGROK_ENABLE_OBSERVATION_MASKER, OPENGROK_OBSERVATION_MASKER_TURNS, OPENGROK_SAMPLING_MAX_TOKENS, OPENGROK_AUDIT_LOG_FILE, OPENGROK_RATELIMIT_RPM, OPENGROK_PER_TOOL_RATELIMIT, OPENGROK_TIMEOUT, OPENGROK_DEFAULT_MAX_RESULTS, OPENGROK_PASSWORD_FILE, OPENGROK_MAX_RESPONSE_BYTES, OPENGROK_SEARCH_AND_READ_CAP, OPENGROK_STRICT_SSRF, OPENGROK_JWT_ISSUER, OPENGROK_GRAMMAR_DIRValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"opengrok": {
"command": "npx",
"args": [
"-y",
"opengrok-mcp-server"
],
"env": {
"OPENGROK_BASE_URL": "your-value",
"OPENGROK_USERNAME": "your-value",
"OPENGROK_PASSWORD": "your-value",
"OPENGROK_VERIFY_SSL": "your-value",
"OPENGROK_CODE_MODE": "your-value",
"OPENGROK_ENABLE_MEMORY_TOOLS": "your-value",
"OPENGROK_DEFAULT_PROJECT": "your-value",
"OPENGROK_CONTEXT_BUDGET": "your-value",
"OPENGROK_API_VERSION": "your-value",
"HTTP_PROXY": "your-value",
"OPENGROK_RESPONSE_FORMAT_OVERRIDE": "your-value",
"OPENGROK_MEMORY_BANK_DIR": "your-value",
"OPENGROK_LOCAL_COMPILE_DB_PATHS": "your-value",
"OPENGROK_ENABLE_ELICITATION": "your-value",
"OPENGROK_ENABLE_SAMPLING": "your-value",
"OPENGROK_SAMPLING_MODEL": "your-value",
"OPENGROK_ENABLE_FILES_API": "your-value",
"OPENGROK_ENABLE_OBSERVATION_MASKER": "your-value",
"OPENGROK_OBSERVATION_MASKER_TURNS": "your-value",
"OPENGROK_SAMPLING_MAX_TOKENS": "your-value",
"OPENGROK_AUDIT_LOG_FILE": "your-value",
"OPENGROK_RATELIMIT_RPM": "your-value",
"OPENGROK_PER_TOOL_RATELIMIT": "your-value",
"OPENGROK_TIMEOUT": "your-value",
"OPENGROK_DEFAULT_MAX_RESULTS": "your-value",
"OPENGROK_PASSWORD_FILE": "your-value",
"OPENGROK_MAX_RESPONSE_BYTES": "your-value",
"OPENGROK_SEARCH_AND_READ_CAP": "your-value",
"OPENGROK_STRICT_SSRF": "your-value",
"OPENGROK_JWT_ISSUER": "your-value",
"OPENGROK_GRAMMAR_DIR": "your-value"
}
}
}
}Run this in your terminal
claude mcp add opengrok --env OPENGROK_BASE_URL=your-value --env OPENGROK_USERNAME=your-value --env OPENGROK_PASSWORD=your-value --env OPENGROK_VERIFY_SSL=your-value --env OPENGROK_CODE_MODE=your-value --env OPENGROK_ENABLE_MEMORY_TOOLS=your-value --env OPENGROK_DEFAULT_PROJECT=your-value --env OPENGROK_CONTEXT_BUDGET=your-value --env OPENGROK_API_VERSION=your-value --env HTTP_PROXY=your-value --env OPENGROK_RESPONSE_FORMAT_OVERRIDE=your-value --env OPENGROK_MEMORY_BANK_DIR=your-value --env OPENGROK_LOCAL_COMPILE_DB_PATHS=your-value --env OPENGROK_ENABLE_ELICITATION=your-value --env OPENGROK_ENABLE_SAMPLING=your-value --env OPENGROK_SAMPLING_MODEL=your-value --env OPENGROK_ENABLE_FILES_API=your-value --env OPENGROK_ENABLE_OBSERVATION_MASKER=your-value --env OPENGROK_OBSERVATION_MASKER_TURNS=your-value --env OPENGROK_SAMPLING_MAX_TOKENS=your-value --env OPENGROK_AUDIT_LOG_FILE=your-value --env OPENGROK_RATELIMIT_RPM=your-value --env OPENGROK_PER_TOOL_RATELIMIT=your-value --env OPENGROK_TIMEOUT=your-value --env OPENGROK_DEFAULT_MAX_RESULTS=your-value --env OPENGROK_PASSWORD_FILE=your-value --env OPENGROK_MAX_RESPONSE_BYTES=your-value --env OPENGROK_SEARCH_AND_READ_CAP=your-value --env OPENGROK_STRICT_SSRF=your-value --env OPENGROK_JWT_ISSUER=your-value --env OPENGROK_GRAMMAR_DIR=your-value -- npx -y opengrok-mcp-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"opengrok": {
"command": "npx",
"args": [
"-y",
"opengrok-mcp-server"
],
"env": {
"OPENGROK_BASE_URL": "your-value",
"OPENGROK_USERNAME": "your-value",
"OPENGROK_PASSWORD": "your-value",
"OPENGROK_VERIFY_SSL": "your-value",
"OPENGROK_CODE_MODE": "your-value",
"OPENGROK_ENABLE_MEMORY_TOOLS": "your-value",
"OPENGROK_DEFAULT_PROJECT": "your-value",
"OPENGROK_CONTEXT_BUDGET": "your-value",
"OPENGROK_API_VERSION": "your-value",
"HTTP_PROXY": "your-value",
"OPENGROK_RESPONSE_FORMAT_OVERRIDE": "your-value",
"OPENGROK_MEMORY_BANK_DIR": "your-value",
"OPENGROK_LOCAL_COMPILE_DB_PATHS": "your-value",
"OPENGROK_ENABLE_ELICITATION": "your-value",
"OPENGROK_ENABLE_SAMPLING": "your-value",
"OPENGROK_SAMPLING_MODEL": "your-value",
"OPENGROK_ENABLE_FILES_API": "your-value",
"OPENGROK_ENABLE_OBSERVATION_MASKER": "your-value",
"OPENGROK_OBSERVATION_MASKER_TURNS": "your-value",
"OPENGROK_SAMPLING_MAX_TOKENS": "your-value",
"OPENGROK_AUDIT_LOG_FILE": "your-value",
"OPENGROK_RATELIMIT_RPM": "your-value",
"OPENGROK_PER_TOOL_RATELIMIT": "your-value",
"OPENGROK_TIMEOUT": "your-value",
"OPENGROK_DEFAULT_MAX_RESULTS": "your-value",
"OPENGROK_PASSWORD_FILE": "your-value",
"OPENGROK_MAX_RESPONSE_BYTES": "your-value",
"OPENGROK_SEARCH_AND_READ_CAP": "your-value",
"OPENGROK_STRICT_SSRF": "your-value",
"OPENGROK_JWT_ISSUER": "your-value",
"OPENGROK_GRAMMAR_DIR": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"opengrok": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"opengrok-mcp-server"
],
"env": {
"OPENGROK_BASE_URL": "your-value",
"OPENGROK_USERNAME": "your-value",
"OPENGROK_PASSWORD": "your-value",
"OPENGROK_VERIFY_SSL": "your-value",
"OPENGROK_CODE_MODE": "your-value",
"OPENGROK_ENABLE_MEMORY_TOOLS": "your-value",
"OPENGROK_DEFAULT_PROJECT": "your-value",
"OPENGROK_CONTEXT_BUDGET": "your-value",
"OPENGROK_API_VERSION": "your-value",
"HTTP_PROXY": "your-value",
"OPENGROK_RESPONSE_FORMAT_OVERRIDE": "your-value",
"OPENGROK_MEMORY_BANK_DIR": "your-value",
"OPENGROK_LOCAL_COMPILE_DB_PATHS": "your-value",
"OPENGROK_ENABLE_ELICITATION": "your-value",
"OPENGROK_ENABLE_SAMPLING": "your-value",
"OPENGROK_SAMPLING_MODEL": "your-value",
"OPENGROK_ENABLE_FILES_API": "your-value",
"OPENGROK_ENABLE_OBSERVATION_MASKER": "your-value",
"OPENGROK_OBSERVATION_MASKER_TURNS": "your-value",
"OPENGROK_SAMPLING_MAX_TOKENS": "your-value",
"OPENGROK_AUDIT_LOG_FILE": "your-value",
"OPENGROK_RATELIMIT_RPM": "your-value",
"OPENGROK_PER_TOOL_RATELIMIT": "your-value",
"OPENGROK_TIMEOUT": "your-value",
"OPENGROK_DEFAULT_MAX_RESULTS": "your-value",
"OPENGROK_PASSWORD_FILE": "your-value",
"OPENGROK_MAX_RESPONSE_BYTES": "your-value",
"OPENGROK_SEARCH_AND_READ_CAP": "your-value",
"OPENGROK_STRICT_SSRF": "your-value",
"OPENGROK_JWT_ISSUER": "your-value",
"OPENGROK_GRAMMAR_DIR": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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OPENGROK_USERNAME envOPENGROK_VERIFY_SSL envOPENGROK_CODE_MODE envOPENGROK_ENABLE_MEMORY_TOOLS envOPENGROK_DEFAULT_PROJECT envOPENGROK_CONTEXT_BUDGET envOPENGROK_API_VERSION envHTTP_PROXY envOPENGROK_RESPONSE_FORMAT_OVERRIDE envOPENGROK_MEMORY_BANK_DIR envOPENGROK_LOCAL_COMPILE_DB_PATHS envOPENGROK_ENABLE_ELICITATION envOPENGROK_ENABLE_SAMPLING envOPENGROK_SAMPLING_MODEL envOPENGROK_ENABLE_FILES_API envOPENGROK_ENABLE_OBSERVATION_MASKER envOPENGROK_OBSERVATION_MASKER_TURNS envOPENGROK_SAMPLING_MAX_TOKENS envOPENGROK_AUDIT_LOG_FILE envOPENGROK_RATELIMIT_RPM envOPENGROK_PER_TOOL_RATELIMIT envOPENGROK_TIMEOUT envOPENGROK_DEFAULT_MAX_RESULTS envOPENGROK_PASSWORD_FILE envOPENGROK_MAX_RESPONSE_BYTES envOPENGROK_SEARCH_AND_READ_CAP envOPENGROK_STRICT_SSRF envOPENGROK_JWT_ISSUER envOPENGROK_GRAMMAR_DIR envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account IcyHot09, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: OPENGROK_BASE_URL, OPENGROK_PASSWORD
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (9.6.0) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Code intelligence for any OpenGrok-indexed codebase — search, read, blame, symbol navigation, diffs, commit history, call graphs, dependency maps, and guided investigation. Optimized for token efficiency through Code Mode and AST-aware code reads.
Option 1 — VS Code Extension
Install OpenGrok MCP from the VS Code Marketplace, or search "OpenGrok" in the Extensions panel. The configuration panel opens on first launch — enter your OpenGrok endpoint, username, and password, then click Save Settings and reload when prompted.
The extension provides a visual configuration UI and manages the MCP server process automatically. No Python, external Node.js install, or manual environment setup required.
Option 2 — npm / npx CLI
npm install -g opengrok-mcp-server
opengrok-mcp setup # interactive wizard: URL, credentials, MCP client registration
Or run without installing:
npx opengrok-mcp-server setup
Other CLI commands:
opengrok-mcp status # health check: validates connectivity and detects installed MCP clients
opengrok-mcp setup --test # test the stored connection without the wizard opengrok-mcp setup --set contextBudget=generous # update one stored setting non-interactively opengrok-mcp export-audit --format json --output audit.jsonl # export the audit log opengrok-mcp version # print version and exit opengrok-mcp help # show all commands
Works with any MCP-compatible client (CLI or IDE). See MCP_CLIENTS.md for config format and troubleshooting.
Credentials are stored in the OS keychain (macOS Keychain, Windows Credential Manager, Linux libsecret) with an AES-256-GCM encrypted file fallback for headless environments.
[!TIP]
Automatic Updates — The extension checks GitHub for new releases once per 24 hours and notifies you when one is available. Use OpenGrok: Check for Updates to check on demand.
Engineers working in large codebases face a specific gap when using AI coding assistants. The model's context window contains the file currently open, the conversation, and whatever has been manually shared — but a production codebase has structure, history, and cross-module relationships that exist entirely outside that window.
A symbol defined in one module and called from seventy others. A function whose behavior only becomes clear from the three commits that shaped it. An include chain stretching across a dozen directories. A call graph showing which components depend on a service before it gets refactored.
Without access to the code index, the model fills these gaps by guessing: it fabricates file paths, invents function signatures, misattributes changes to authors. The model is not wrong because it is unintelligent — it is wrong because it is isolated.
OpenGrok already solves this for human engineers. It indexes source in dozens of programming languages, maintains a full-text index across committed history, and exposes definition lookups, reference graphs, blame, directory traversal, and file history through a REST API. The problem was that AI tools had no way to reach it.
┌──────────────────────────────────────────────────────┐
│ AI Client (Claude, Copilot, Cursor, Codex …) │ └─────────────────────┬────────────────────────────────┘ │ MCP (stdio or HTTP) ┌─────────────────────▼────────────────────────────────┐ │ OpenGrok MCP Server (Node.js) │ │ opengrok_api ──── full API spec, once per session │ │ opengrok_execute ─ run JavaScript in sandbox │ │ │ │ OpenGrok client ── search · symbols · blame · diffs │ └─────────────────────┬────────────────────────────────┘ │ HTTP (REST + web fallback) ┌─────────────────────▼────────────────────────────────┐ │ OpenGrok │ │ search · symbols · call graphs · index health │ └──────────────────────────────────────────────────────┘
The server exposes two primary tools. opengrok_api delivers the full API specification at session start. Every subsequent operation goes through opengrok_execute: the AI writes a JavaScript program using the env.opengrok.* object — search, getFileContent, getFileAnnotate, getFileHistory, browseDir, getFileSymbols — and submits it as a single execution.
Intermediate results stay inside the sandbox; only the final return value crosses back to the context window. A complete investigation — find the symbol, read the definition, check who changed it, trace the callers — is one script, not a sequence of round-trips with results flowing through the context between each. Token savings of 80–95% are typical for complex investigations.
All env.opengrok.* calls appear synchronous inside sandbox code — the QuickJS WASM VM bridges async HTTP calls transparently over a SharedArrayBuffer + Atomics channel (8 MB data region, 62 s per-call timeout, 62 s hard execution cap), while keeping the Node.js event loop free.
Memory bank — two files persist across turns and session restarts: active-task.md (4 KB) for current investigation state and investigation-log.md (32 KB) for append-only findings. Inside the sandbox: env.opengrok.readMemory() / env.opengrok.writeMemory(). See the Memory Bank reference below.
Tool Reference
31 tools total: 2–5 in Code Mode (opengrok_api + opengrok_execute, plus 3 memory tools when OPENGROK_ENABLE_MEMORY_TOOLS=true) and 26 in standard mode (OPENGROK_CODE_MODE=false).
| Tool | Purpose |
|---|---|
opengrok_search_code | Full-text, definition, reference, path, and history search. Supports file_type filtering and cursor pagination. |
opengrok_find_file | Locate files by name or directory pattern. Supports cursor pagination. |
opengrok_get_file_content | Read source code. Use start_line / end_line for large files. |
opengrok_get_file_history | Commit history for a file. Supports cursor pagination. |
opengrok_browse_directory | View folder structure and contained files. Supports cursor / limit pagination. |
opengrok_list_projects | List all indexed repositories. |
opengrok_get_file_annotate | Line-by-line blame annotation. Supports revision, start_line/end_line range, includeContent. |
opengrok_get_file_symbols | Extract classes, functions, macros, and structs from a file. Supports cursor pagination. |
opengrok_search_suggest | Query autocomplete recommendations. Supports context passthrough for ranking. |
These merge multiple API calls into a single operation.
| Tool | What it replaces | Savings |
|---|---|---|
opengrok_get_symbol_context | Search definition + read source + fetch headers + get references | ~92% fewer tokens |
opengrok_search_and_read | Search + read surrounding context (cap: OPENGROK_SEARCH_AND_READ_CAP) | ~92% fewer tokens |
opengrok_batch_search | 2–5 parallel searches, deduplicated results | ~73% fewer tokens |
opengrok_index_health | Latency, connectivity, staleness score | Diagnostic |
| Tool | Purpose |
|---|---|
opengrok_what_changed | Recent line changes grouped by commit — author, date, SHA, changed lines with context |
opengrok_dependency_map | BFS traversal of #include/import chains up to depth 3; directed graph with uses/used_by |
opengrok_search_pattern | Regex code search; returns file:line:content matches |
opengrok_blame | Blame with line range (line_start / line_end) and optional diff |
opengrok_call_graph | Call chain tracing via OpenGrok API v2 (requires OPENGROK_API_VERSION=v2; refs-based fallback on v1) |
opengrok_get_file_diff | Unified diff between two revisions with context lines |
opengrok_get_compile_info | C/C++ compiler flags and include paths from local compile_commands.json |
opengrok_get_all_matches | All matching lines in a file when search shows truncated hits |
opengrok_get_file_history_with_files | Commit history with co-changed file lists via RSS feed |
opengrok_get_download_url | Direct download URL for a file (no HTTP call) |
opengrok_list_groups | Project groups (empty when admin auth required) |
opengrok_get_suggest_popularity | Popular suggestions for a project field (empty when admin auth required) |
opengrok_get_project_repositories | Repositories for a project (empty when admin auth required) |
*(Note: search tools support language filtering. Pass file_type using the canonical analyzer name — cxx for C++, golang for Go, sh for shell, javascript for JS. Aliases accepted: cpp/c++→cxx, go→golang, bash/shell→sh, js→javascript, ts→typescript, cs→csharp, py→python, rb→ruby, rs→rust.)*
defs/refs/symbol fallback notes — defs, refs, and symbol searches require a project scope (pass projects or set OPENGROK_DEFAULT_PROJECT); without one they may return too many cross-project hits. On instances where the REST endpoint returns an error or empty results for these types, the client automatically falls back to web-UI parsing so the LLM still gets answers. opengrok_call_graph needs API v2 and degrades to a refs-based view on v1.
Code Mode API
Set OPENGROK_CODE_MODE=true (the default). Call opengrok_api once at session start to receive the full API spec. All subsequent operations go through opengrok_execute.
All sandbox API calls are synchronous — flat globals (search(...)), no await. The env.opengrok.* object form (env.opengrok.search(...)) is equivalent.
Search & Discovery
| Method | Returns |
|---|---|
env.opengrok.search(query, opts?) | Full text, defs, refs, symbol, path, hist. Opts: searchType, projects, maxResults (default 5), startIndex, cursor, fileType, sort, maxHitsPerFile, dir, pathFilter, file, expandFunction |
env.opengrok.batchSearch(queries[], opts?) | One result-set per query (max 10), run in parallel on the host. Per-query expandFunction: true includes enclosing function context |
env.opengrok.findFile(pattern, opts?) | { totalCount, results: [{project, path}], cursor? } |
env.opengrok.searchSuggest(query, opts?) | { query, field, suggestions, time }. Opts: field, project/projects, context (other-field values for ranking) |
env.opengrok.getAllMatchesInFile(project, path, query, opts?) | All matching lines in a file when search results show truncated hits. Also used automatically when search() is given a file: filter (no pagination) |
search() uses canonical file type names only (e.g. cxx, golang, sh) — see the alias list above. Pass expandFunction: true to expand matching results to their enclosing function body (adds host-side reads, up to 3 files per call).
Cursor pagination — Methods that return a cursor field (search, findFile, browseDir, getFileSymbols, getFileHistory, `getFileDif
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