Codeix vs Overleaf MCP

A side-by-side look at the Codeix and Overleaf MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Codeix logoCodeixDeveloper Tools · Local subprocess (stdio)Fast semantic code search for AI agents — find symbols, references, and callers across any codebase52GoodAuth: not declaredOverleaf MCP logoOverleaf MCPDeveloper Tools · Local subprocess (stdio)MCP server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git.65GreatAuth: api key required

Verdict: choose Codeix for developer tools work as a local process; choose Overleaf MCP for developer tools as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Codeix logoChoose Codeix when

  • You need dedicated capabilities in the Developer Tools domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like explore, search, get_file_symbols.
Explore Codeix

Overleaf MCP logoChoose Overleaf MCP when

  • You need dedicated capabilities in the Developer Tools domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: OVERLEAF_PROJECT_ID, OVERLEAF_GIT_TOKEN, OVERLEAF_GIT_TOKEN_FILE, OVERLEAF_PROJECT_NAME, OVERLEAF_PROJECTS_CONFIG.
  • You want tools like list_projects, list_files, read_file.
Explore Overleaf MCP

Feature & specification comparison

Rows where the two servers differ are marked.

SpecCodeix logoCodeixOverleaf MCP logoOverleaf MCP
CategoryDeveloper ToolsDeveloper Tools
Quality signal52/100 · Good65/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredAPI key required
PricingNot declaredNot declared
Required env varsNone listedOVERLEAF_PROJECT_IDOVERLEAF_GIT_TOKENOVERLEAF_GIT_TOKEN_FILEOVERLEAF_PROJECT_NAMEOVERLEAF_PROJECTS_CONFIG
Verified ownerCommunity listingCommunity listing
GitHub stars9329
Directory activity 0 views 0 installs 0 upvotes 0 views 0 installs 0 upvotes
Tools78

Tools & capabilities

Codeix tools 7

  • exploreExplore project structure: metadata, subprojects, files grouped by directory
  • searchUnified full-text search across symbols, files, and texts (FTS5, BM25-ranked) with scope/kind/path/project filters
  • get_file_symbolsList all symbols in a file
  • get_childrenGet children of a class/module
  • get_callersFind all places that call or reference a symbol
  • get_calleesFind all symbols that a function/method calls
  • flush_indexFlush pending index changes to disk

Overleaf MCP tools 8

  • list_projectsList all configured Overleaf projects
  • list_filesList files in an Overleaf project
  • read_fileRead a file from an Overleaf project
  • get_sectionsGet all sections from a LaTeX file
  • get_section_contentGet content of a specific section
  • status_summaryGet a comprehensive project status summary
  • write_fileWrite content to a file in an Overleaf project and push to Overleaf
  • write_sectionReplace a single section in a LaTeX file and push to Overleaf. Safer than write_file for targeted edits — only the named section is replaced, leaving the rest of the file untouched.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Codeix

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "codeix": {
      "command": "npx",
      "args": [
        "-y",
        "codeix"
      ]
    }
  }
}

Overleaf MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mjyoo2-overleaf-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@mjyoo2/overleaf-mcp"
      ],
      "env": {
        "OVERLEAF_PROJECT_ID": "YOUR_OVERLEAF_PROJECT_ID_HERE",
        "OVERLEAF_GIT_TOKEN": "YOUR_OVERLEAF_GIT_TOKEN_HERE",
        "OVERLEAF_GIT_TOKEN_FILE": "YOUR_OVERLEAF_GIT_TOKEN_FILE_HERE",
        "OVERLEAF_PROJECT_NAME": "YOUR_OVERLEAF_PROJECT_NAME_HERE",
        "OVERLEAF_PROJECTS_CONFIG": "YOUR_OVERLEAF_PROJECTS_CONFIG_HERE"
      }
    }
  }
}

Frequently asked questions

Codeix is categorized under Developer Tools and uses a local stdio subprocess. Overleaf MCP belongs to Developer Tools and uses a local stdio subprocess. Pick Codeix for developer tools work and Overleaf MCP for developer tools.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Codeix has no declared pricing — check the project's own site. Overleaf MCP has no declared pricing — check the project's own site. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add codeix and mjyoo2-overleaf-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Codeix has a quality signal of 52/100 (Good) with 0 views, 0 installs and 9 GitHub stars. Overleaf MCP has 65/100 (Great) with 0 views, 0 installs and 329 GitHub stars.