best of · updated August 2026

The 15 best coding agent MCP servers

The 15 coding agent MCP servers worth your time, out of 462 we track - actively maintained, with real adoption, ranked on monthly installs, GitHub stars, and commit recency. Checked nightly.

Coding-agent MCP servers extend an IDE agent with repo-aware tools - navigation, edits, tests, or specialist coding workflows. Prefer clear tool boundaries and active maintenance when the server can modify your tree.

01 Serena ★ 28,461 · commit 2026-08-20 A powerful toolkit for coding, providing semantic retrieval and editing capabilities. 162,532 installs/mo · 3 releases/90d · no env vars documented $ uvx serena-agent 02 Desktop Commander ★ 9,387 · commit 2026-08-21 Work with code and text, run processes, and automate tasks, going far beyond other AI editors - while using host client subscriptions instead of API token costs. 228,599 installs/mo · 25 tools documented · 3 releases/90d · no env vars documented $ npx -y @wonderwhy-er/desktop-commander 03 LLM Sandbox ★ 1,111 · commit 2026-08-23 Securely Execute LLM-Generated Code with Ease LLM Sandbox is a lightweight and portable sandbox environment designed to run Large Language Model (LLM) generated code in a safe and isolated mode. 557,452 installs/mo · 3 tools documented · 5 releases/90d · needs 7 env vars $ uvx llm-sandbox 04 Ouroboros ★ 5,649 · commit 2026-08-25 Pins an acceptance spec; the verify command and expected output never enter the success contract. 82,330 installs/mo · 10+ releases/90d · no env vars documented $ uvx ouroboros-ai 05 Bernstein (sipyourdrink-ltd) ★ 981 · commit 2026-08-25 website docs install first run glossary limitations name policy sponsor. 221,853 installs/mo · 10+ releases/90d · needs 1 env var $ uvx bernstein 06 Socraticode ★ 3,274 · commit 2026-08-24 MCP server for local codebase indexing, semantic search, and code dependency graphs. 18,109 installs/mo · 10+ releases/90d · no env vars documented $ npx -y socraticode 07 Cap Js MCP Server ★ 109 · commit 2026-08-13 A Model Context Protocol (MCP) server for the SAP Cloud Application Programming Model (CAP). 264,569 installs/mo · 2 tools documented · no env vars documented $ npx -y @cap-js/mcp-server 08 Avrotize ★ 131 · commit 2026-08-24 📚 Documentation & Examples | 🎨 Conversion Gallery. 24,812 installs/mo · 4 releases/90d · no env vars documented $ uvx avrotize 09 Token Optimizer MCP ★ 496 · commit 2026-08-23 Spend less context, keep the conclusions, and audit every claim across 16 coding clients. 8,682 installs/mo · 10+ releases/90d · needs 2 env vars $ npx -y @ooples/token-optimizer-mcp 10 Deja Vu ★ 711 · commit 2026-08-25 Memory for coding agents, starting with the history you already have. 4,910 installs/mo · 9 releases/90d · no env vars documented $ npx -y @vshulcz/deja-vu 11 Entroly ★ 439 · commit 2026-08-23 Entroly - Drop-In Context Assurance to Lower AI Operational Cost Reduce unnecessary context without losing control of critical evidence. 3,026 installs/mo · 10+ releases/90d · no env vars documented $ npx -y entroly-mcp 12 Remem ★ 27 · commit 2026-08-25 Language: English | 简体中文 remem is a single Rust binary that automatically captures, distills, searches, and injects project memory across Claude Code, OpenAI Codex, and Codex CLI sessions. 17,242 installs/mo · 10+ releases/90d · needs 1 env var $ npx -y @remem-ai/remem 13 Agent Harnesses ★ 688 · commit 2026-08-23 Agent-harness picks and decision guides; pick_infrastructure adds live GitHub/HN discovery. 1,385 installs/mo · no env vars documented $ uvx agent-harnesses-mcp 14 Depwire ★ 59 · commit 2026-08-19 Dependency graph + 24 MCP tools. Impact analysis, simulation, security, agent coordination 6,879 installs/mo · 10+ releases/90d · no env vars documented $ npx -y depwire-cli 15 CLEO MCP Server ★ 160 · commit 2026-08-20 Every developer who has ever returned to a project after weeks away and found only ruins knows the wound CLEO was built to heal. 3,191 installs/mo · 10+ releases/90d · no env vars documented $ npx -y @cleocode/cleo

How to choose between them

Serena ranks #1 on the installs + stars + recency blend; LLM Sandbox has the most raw installs (557,452 last month) if adoption is all you weigh. All 15 run locally as stdio servers. 11 document no required env vars - paste the config and go; the others need env vars set first (each page lists exactly which). Where we've compared two of these head-to-head, the comparison is linked on each one's page.

Quick answers

Which coding agent MCP server is most installed?

LLM Sandbox, with 557,452 installs in the last month (as of August 2026). By GitHub stars the leader is Serena (28,461).

How many coding agent MCP servers exist?

We track 462 coding agent MCP servers in the official registry. The 15 above are the actively-maintained ones with real adoption - ranked by monthly installs, GitHub stars, and commit recency.

All 190 coding agent MCP servers

Ranked 16 onward, same order as above. Status checked last night.

How this list is ranked

Ranked from live registry + GitHub data: monthly installs (npm/PyPI), GitHub stars, and commit recency - recomputed nightly. No pay-to-rank, ever. The 15 above lead the full list of 190, all of which you can see on this page. The other 272 we track have stopped being maintained, or nobody is using them yet. Full recipe: how we verify.