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mcp-language-server

by isaacphi · isaacphi/mcp-language-server

Give your agent real LSP semantics — go-to-definition, references, rename, diagnostics — via any stdio language server.

isaacphi/mcp-language-server is a Go binary that bridges MCP to any stdio LSP (gopls, rust-analyzer, pyright, typescript-language-server, clangd). Agents get symbol-accurate operations instead of text-search approximations.

Why use it

Key features

Live Demo

What it looks like in practice

language-server.replay ▶ ready
0/0

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "language-server": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/isaacphi/mcp-language-server"
      ],
      "_inferred": true
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "language-server": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/isaacphi/mcp-language-server"
      ],
      "_inferred": true
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "language-server": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/isaacphi/mcp-language-server"
      ],
      "_inferred": true
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "language-server": {
      "command": "TODO",
      "args": [
        "See README: https://github.com/isaacphi/mcp-language-server"
      ],
      "_inferred": true
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "language-server",
      "command": "TODO",
      "args": [
        "See README: https://github.com/isaacphi/mcp-language-server"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json
{
  "context_servers": {
    "language-server": {
      "command": {
        "path": "TODO",
        "args": [
          "See README: https://github.com/isaacphi/mcp-language-server"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add language-server -- TODO 'See README: https://github.com/isaacphi/mcp-language-server'

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use mcp-language-server

How to rename a symbol safely across a repo

👤 Polyglot devs using agents ⏱ ~15 min intermediate

When to use: You want a rename that understands scope, not a find-replace.

Prerequisites
  • Go installed — brew install go
  • The LSP for your language — gopls: go install golang.org/x/tools/gopls@latest; pyright: pip install pyright; etc.
  • Install the MCP — go install github.com/isaacphi/mcp-language-server@latest
Flow
  1. Start the MCP pointed at your workspace + LSP
    Add MCP config: command=mcp-language-server, args=['--workspace','.','--lsp','gopls'].✓ Copied
    → Tools appear
  2. Find references first
    references for symbol 'LegacyAuth' in file auth.go.✓ Copied
    → Precise cross-repo references
  3. Rename
    rename_symbol 'LegacyAuth' -> 'Auth' at the definition site.✓ Copied
    → All callsites updated correctly

Outcome: Semantically-correct rename across the repo.

Pitfalls
  • Agent falls back to text find-replace when the tool fails — Verify diagnostics after rename — compile errors mean the LSP refused and the agent cheated
Combine with: github

How to let the agent navigate like you do in an IDE

👤 Agent users tired of re-grepping ⏱ ~10 min beginner

When to use: Agent keeps reading whole files to find one function.

Flow
  1. Query definition
    definition for 'computeTax' in src/billing.ts.✓ Copied
    → Exact file:line location
  2. Pull diagnostics
    diagnostics for the current file.✓ Copied
    → Red squigglies from the LSP

Outcome: Agent navigates like an IDE user.

Pitfalls
  • LSP not initialized — slow first call — Warm up with a list of files in the workspace; pyright especially is slow to index
Combine with: contextplus

How to run multiple LSPs for a polyglot monorepo

👤 Devs on Go+TS+Python monorepos ⏱ ~25 min advanced

When to use: You want semantic ops in every language.

Flow
  1. Register one MCP per LSP
    Add 3 MCP entries: lsp-go (gopls), lsp-ts (tsserver), lsp-py (pyright), each scoped to its workspace subfolder.✓ Copied
    → 3 sets of language-specific tools
  2. Use them in turn
    For TypeScript questions use lsp-ts:definition; for Go use lsp-go:definition.✓ Copied
    → Correct semantics per language

Outcome: Semantically-aware navigation across all languages.

Pitfalls
  • Agent forgets which MCP handles which language — Rename tool prefixes descriptively and mention in your project memory

Combinations

Pair with other MCPs for X10 leverage

language-server + contextplus

Combine LSP navigation with semantic/embedding search for broader queries

Use language-server's references for exact usages of computeTax, then contextplus semantic search to find conceptually-related functions.✓ Copied
language-server + github

Rename + commit + PR

Rename LegacyAuth to Auth via the LSP, commit to a new branch, open a PR.✓ Copied

Tools

What this MCP exposes

ToolInputsWhen to callCost
definition file: str, symbol_or_position Jump to declaration free (local LSP)
references file: str, symbol_or_position Find usages free
diagnostics file: str Check errors/warnings free
hover file, position Type info / docs for a symbol free
rename_symbol file, position, new_name Safe rename free
edit_file file, edits LSP-validated edit free

Cost & Limits

What this costs to run

API quota
None — local LSP
Tokens per call
Small — LSP responses are compact
Monetary
Free
Tip
Use LSP-backed tools before embedding search — often cheaper and more precise.

Security

Permissions, secrets, blast radius

Minimum scopes: Filesystem read/write to the workspace
Credential storage: None
Data egress: Localhost only; LSP runs in-process
Never grant: Don't point it at workspaces with secrets — LSPs sometimes index them

Troubleshooting

Common errors and fixes

tool returns 'LSP not ready'

First call triggers initialization — retry after 2-5 seconds, or warm up with a hover call.

gopls: 'no packages found'

Point workspace at the module root (where go.mod is), not a subfolder.

Verify: go env GOMOD
pyright slow on big repos

Configure pyrightconfig.json to exclude vendored dirs.

rename_symbol reports success but compile still fails

Rename touched a string literal or reflection-based code the LSP can't see. Check grep for the old name.

Alternatives

mcp-language-server vs others

AlternativeWhen to use it insteadTradeoff
Context+You want embedding + memory graph rather than LSP semanticsNot as precise on rename/references
Serena MCPYou want LSP with higher-level refactorsDifferent setup; Python-based

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

🔍 Browse all 400+ MCP servers and Skills