MCP server category
Coding agents MCP servers: comparison and full list
The Coding agents category lists 151 open-source MCP servers, checked on GitHub. The best scored on our grid are Desktop Commander, Ouroboros, and Repomix. 80% received a commit in the last three months.
151servers
80 %active (3 months)
1official
115stars (median)
What Coding agents MCP servers are for
Coding agent MCP servers expose tools for reading, searching, or editing a software project. Their capabilities range from repository exploration and context preparation to direct file changes. They serve developers who want to delegate a task while retaining a way to inspect its effects. Serena uses language servers for symbolic code operations. Repomix packages local or remote codebases into files that agents can read or search. You might ask: “Find the function that validates this form and prepare a focused change, explaining which files are affected.” The client and model use the server’s tools to carry out the requested work.
Example uses:
- Locate symbols connected to a feature before preparing a focused change in an existing software repository.
- Package relevant project context so a coding agent can read or search the material it needs.
- Find files associated with a reported defect and prepare a proposed fix for your review.
- Consult technical references available through MCP to check how a development tool should be used.
The category in figures
Of the 151 servers in the category (5% of the directory), 1 are official vendor implementations, 93% declare a licence, 20 offer a remote server and 21 need at least one API key or token according to the MCP registry. The median repository has 115 stars.
All Coding agents MCP servers
Click a header to sort. Score out of 100: adoption, maintenance and framework (licence, registry, official status); risk: system access, secrets, licence, abandonment.
| Server | Stars | Last commit | Licence | Risk | Score |
|---|---|---|---|---|---|
| Serena MCP: the IDE for your agent Coding agent that uses language servers for symbolic code operations. | 30,680 | Oct 20, 2026 | — | moderate | 80 |
| Repomix Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search | 29,009 | Oct 24, 2026 | MIT | low | 85 |
| Desktop Commander Manage and execute programs, and read, write, search and edit code and text files. | 10,110 | Oct 24, 2026 | MIT | low | 90 |
| Ouroboros Local agent OS for spec-first AI coding: a replayable, ledger-recorded interview, seed, execute, evaluate and evolve loop that MCP clients c | 6,268 | Oct 24, 2026 | MIT | low | 88 |
| Claude Code Ultimate Guide Search the Claude Code Ultimate Guide and machine-readable references from any MCP client. | 6,238 | Oct 24, 2026 | CC-BY-SA-4.0 | low | 83 |
| Claude Code Explorer MCP Explore the Claude Code CLI source — browse tools, commands, search code, and more. | 3,409 | Oct 14, 2026 | — | moderate | 70 |
| Argent Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent | 3,083 | Oct 24, 2026 | Apache-2.0 | low | 80 |
| Appllama Study screens, flows and paywalls from top-earning iOS apps, then build from what wins. | 3,031 | Sep 6, 2026 | MIT | low | 81 |
| Terminator MCP agent Desktop GUI automation on Windows, macOS and Linux via accessibility APIs instead of screenshots, plus workflow recording, data extraction a | 1,660 | Jun 2, 2026 | MIT | low | 65 |
| Codemcp Coding agent with basic read, write and command line tools. | 1,605 | Dec 25, 2025 | Apache-2.0 | low | 57 |
| Harness Start Claude Code and Codex agents the person can watch, wait for them and read their answers. | 1,360 | Oct 24, 2026 | MIT | low | 82 |
| Bernstein Deterministic orchestrator for CLI coding agents such as Claude Code, Codex and Aider, with per-agent git worktrees, an audit trail and cost | 1,330 | Oct 24, 2026 | Apache-2.0 | low | 81 |
| Rinadelph MCP Framework for building multi-agent systems that coordinate over MCP, with task management, shared context and RAG. | 1,304 | Mar 28, 2026 | — | moderate | 46 |
| Loki mode Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio. | 1,107 | Oct 24, 2026 | — | moderate | 65 |
| Inspo Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX. | 919 | Oct 1, 2026 | MIT | moderate | 75 |
| Memorix Local-first project memory with legacy MCP and 2026 discovery compatibility. | 863 | Oct 23, 2026 | Apache-2.0 | low | 74 |
| Comfyui MCP MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM. | 861 | Oct 19, 2026 | MIT | low | 74 |
| Intlayer IDE assistance for the Intlayer i18n/CMS tool: CLI access and documentation. | 856 | Oct 21, 2026 | Apache-2.0 | low | 74 |
| SSH — policy gated remote access SSH control for Linux and Windows servers: execute remote shell commands with password or SSH key authentication. | 821 | Oct 23, 2026 | MIT | moderate | 79 |
| Grandet Cheapest API for any model across official, inference and relay providers; find free credits | 717 | Oct 19, 2026 | — | moderate | 64 |
| Sqz Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe. | 662 | Oct 22, 2026 | Apache-2.0 | low | 73 |
| Concord MCP Communication and shared work state across coding agent harnesses: live messages, scope claims before editing, preserved decisions and evide | 661 | Oct 23, 2026 | MIT | low | 78 |
| Hex Graph Deterministic layered code graph MCP server with framework overlays and SCIP interop. | 583 | Oct 18, 2026 | MIT | low | 73 |
| Iterm MCP Access iTerm: run commands and ask questions about what is shown in the terminal. | 570 | Sep 20, 2025 | MIT | moderate | 45 |
| Hevy MCP Server MCP server for managing workouts, routines, and exercise data through the Hevy API | 523 | Oct 23, 2026 | MIT | moderate | 72 |
| Foremerge Coordinate parallel coding agents, above Git | 518 | Oct 24, 2026 | Apache-2.0 | low | 72 |
| Humanizer ru (ilyautov) Следы нейросети в русском тексте: балл чистоты 0-100, запреты и маркеры с позициями, факт-замок. | 486 | Oct 23, 2026 | MIT | low | 72 |
| Zapier Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions via Zapier. | 446 | Oct 22, 2026 | MIT | low | 77 |
| Code Context Engine Index your codebase. AI searches instead of re-reading files. 94% token savings. | 437 | Aug 23, 2026 | MIT | low | 66 |
| Marm memory Universal MCP Server with advanced AI memory capabilities and semantic search. | 422 | Oct 23, 2026 | Apache-2.0 | low | 71 |
| Martin Loop Governed runtime for AI coding agents with budget caps, verifier gates, runaway-loop prevention, rollback evidence and inspectable run recei | 394 | Oct 24, 2026 | Apache-2.0 | low | 76 |
| Vscode MCP server Work in a VS Code workspace: read the directory structure, see linter and language server problems, read code files and make edits. | 391 | Jan 7, 2026 | MIT | low | 51 |
| ClaudeR RStudio MCP Server Connect RStudio to AI assistants for interactive R coding and data analysis. | 358 | Sep 30, 2026 | — | moderate | 61 |
| Graphicle Code graph and project memory for coding agents, cited to exact files and lines, on your machine. | 354 | Oct 24, 2026 | Apache-2.0 | low | 70 |
| MCP documentation server Local-first document management and semantic search for AI coding agents | 343 | Aug 27, 2026 | MIT | low | 65 |
| HeyClaude — Claude & AI workflow directory Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools. | 304 | Aug 16, 2026 | MIT | low | 65 |
| Squirrelscan Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP. | 296 | Oct 24, 2026 | MIT | low | 76 |
| PMB AI Local-first persistent memory for AI coding agents. | 286 | Sep 23, 2026 | Apache-2.0 | low | 65 |
| Showtime Local video studio for your coding agent: scenes, voice, music and captions, on your machine. | 285 | Oct 17, 2026 | MIT | low | 70 |
| MaxMSP MCP Server Coding agent for Max (Max/MSP/Jitter), the visual programming language for music and multimedia. | 285 | May 12, 2026 | MIT | low | 58 |
| Codex Bridge Connect MCP clients to local Codex Bridge agents, projects, approvals and workspace tools. | 281 | Oct 22, 2026 | Apache-2.0 | low | 69 |
| Tin Open-source marketing system, designed for coding agents. | 263 | Oct 23, 2026 | Apache-2.0 | low | 75 |
| MCP server commands Run arbitrary commands and scripts. | 236 | Oct 22, 2026 | MIT | low | 69 |
| UI Beats MCP server for UI Beats. Let your coding agent search, read and install animated React components. | 234 | Aug 23, 2026 | MIT | low | 70 |
| RepoMapper Dynamic map of chat-related repository files with their function prototypes and related files, ranked by relevance, based on Aider's Repo Ma | 217 | Dec 8, 2025 | MIT | low | 48 |
| JDocmunch MCP Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs. | 206 | Oct 24, 2026 | — | moderate | 58 |
| SuperCMO Marketing media generation — image, video, voice — for AI agents. BYO keys. | 205 | Oct 21, 2026 | Apache-2.0 | moderate | 68 |
| TOMC Memory CPU task-specific context preparation and explicitly saved local project notes through MCP. | 205 | Oct 24, 2026 | MIT | low | 68 |
| Bitbybit CAD MCP Bitbybit 3D parametric CAD API, version-exact, for coding agents: search, describe, examples, guide | 204 | Oct 23, 2026 | MIT | low | 74 |
| MCP shell server Secure shell command execution. | 201 | Oct 19, 2026 | MIT | low | 68 |
| Skillmd Search, fetch, lint, and install Agent Skills (SKILL.md) from the SkillMD registry. | 190 | Oct 20, 2026 | MIT | moderate | 74 |
| GitWand Auto-resolves Git merge conflicts so agents only touch the complex hunks. | 190 | Oct 23, 2026 | MIT | low | 68 |
| OpenClaw MCP Server Delegate tasks to OpenClaw AI assistant agents with sync and async tools. | 188 | Sep 19, 2026 | MIT | moderate | 68 |
| SandBase Connect MCP clients to 2,000+ AI models without managing provider API keys. | 184 | Oct 24, 2026 | Apache-2.0 | low | 68 |
| Code assistant Coding agent with basic tools for listing, reading, editing and writing files, running commands and web search, supporting multiple projects | 183 | Oct 24, 2026 | MIT | low | 68 |
| MCP image AI image generation and editing with prompt optimization and quality presets | 181 | Oct 22, 2026 | MIT | moderate | 68 |
| MCP rubber duck Bridge to multiple OpenAI-compatible LLMs for rubber duck debugging: explain a problem to several AI ducks and get different perspectives. | 180 | Oct 21, 2026 | MIT | moderate | 73 |
| Mneme Memory Cross-session memory for AI coding agents via six tools; local-first SQLite store. | 177 | Oct 24, 2026 | MIT | low | 67 |
| Cli MCP server Command-line execution with customizable security policies. | 177 | Jul 4, 2025 | MIT | moderate | 39 |
| Prism coder Session memory for coding agents: local-first recall, drift detection, on-device inference. | 156 | Oct 24, 2026 | Apache-2.0 | moderate | 67 |
| Pdf MCP Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR. | 155 | Oct 24, 2026 | MIT | low | 67 |
| Leetcode MCP server Access LeetCode problems, solutions, submissions and public data, with optional login for user features such as notes; supports the global a | 155 | Oct 18, 2026 | MIT | low | 67 |
| HIG Doctor Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents. | 148 | Oct 22, 2026 | MIT | low | 67 |
| Engram (NickCirv) Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0. | 143 | Oct 21, 2026 | Apache-2.0 | moderate | 67 |
| SuperCompress Compress coding-agent context ~64%. Hosted Neural Keep MCP for Cursor/Claude/Codex. | 137 | Oct 24, 2026 | MIT | moderate | 66 |
| CCRider Full-text search, browse, and resume across your coding agent sessions (Claude Code, Codex, Amp) | 136 | Oct 22, 2026 | MIT | low | 66 |
| Docmancer Local-only MCP server for source-attributed Markdown memory and documentation retrieval. | 133 | Aug 13, 2026 | MIT | low | 67 |
| CodeGraph Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review. | 132 | Oct 6, 2026 | Apache-2.0 | low | 66 |
| Jevmem Automatic project memory for Claude Code and Cursor; Codex and Claude Desktop over MCP. | 131 | Oct 23, 2026 | MIT | moderate | 66 |
| Codex Control Plane MCP Control plane for long-running Codex Desktop tasks: submit asynchronously, poll state, approve Plan Mode, recover retries and search SQLite- | 124 | Sep 9, 2026 | Apache-2.0 | low | 66 |
| LeanToken Token-bounded repository context for coding agents over MCP. | 124 | Oct 19, 2026 | Apache-2.0 | low | 66 |
| Trading Signals Live AI crypto trading signals for agents. Try 3 signals without a key; sign in from your agent. | 124 | Oct 23, 2026 | — | moderate | 56 |
| Agent security scanner MCP Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities. | 124 | Oct 18, 2026 | MIT | low | 66 |
| Apple rag MCP Apple developer docs and WWDC transcripts with RAG retrieval and Jev relevance ranking. | 121 | Oct 21, 2026 | MIT | low | 72 |
| Cap js MCP Model Context Protocol (MCP) server for AI-assisted development of CAP applications. | 117 | Oct 23, 2026 | Apache-2.0 | low | 66 |
| Mellos mapping Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane. | 115 | Oct 13, 2026 | MIT | low | 66 |
| MCP shell Run shell commands securely, auditably and on demand in isolated environments such as Docker. | 108 | Sep 25, 2026 | GPL-3.0 | low | 65 |
| Reevesagents Spawn, read and steer AI coding CLIs (Claude Code, Codex, Kimi and more) in local tmux windows. | 107 | Oct 23, 2026 | Apache-2.0 | low | 65 |
| Cynical sally Brutally honest code reviews: scores, real issues, and usable fixes. CLI + MCP server. | 101 | Jul 4, 2026 | MIT | low | 53 |
| Memory MCP (yuvalsuede) Persistent memory + git snapshots for Claude Code. Never lose context or code. | 100 | Jan 29, 2026 | MIT | low | 45 |
| Backenly Postgres backend your coding agent builds over MCP; destructive actions wait for a person. | 94 | Oct 24, 2026 | Apache-2.0 | moderate | 65 |
| DispatchSEO Open-source SEO manager for coding agents: keyword research, content PRs, rank + Search Console. | 90 | Oct 24, 2026 | AGPL-3.0 | low | 65 |
| PyATS MCP Structured, model-driven interaction with network devices via Cisco pyATS. | 90 | Oct 5, 2026 | MIT | low | 65 |
| Joxo One shared project for a team's coding agents: decisions, a task board and handoffs. | 89 | Oct 24, 2026 | — | moderate | 60 |
| Code to tree Convert source code into an AST, regardless of language. | 89 | Mar 14, 2026 | MIT | low | 44 |
| Summer Engine The game engine built for AI. Any agent makes a multiplayer game and publishes it. | 88 | Oct 24, 2026 | MIT | low | 64 |
| CodeNib Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents. | 87 | Oct 24, 2026 | Apache-2.0 | low | 70 |
| RollingGo Hotel MCP Global RollingGo Hotel Booking MCP Server (Global/AI Edition) | 85 | Oct 20, 2026 | MIT | moderate | 64 |
| Redmine MCP server MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking | 85 | Oct 22, 2026 | MIT | moderate | 64 |
| Brain — the recorder Records your Claude Code, Codex and Pi history before deletion. Cited-or-abstain recall. | 81 | Oct 4, 2026 | MIT | low | 64 |
| VMware AIops AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 61 MCP tools. | 79 | Oct 24, 2026 | MIT | low | 64 |
| Crg Token-efficient code review knowledge graph: semantic search and call-graph resolution. | 76 | Oct 23, 2026 | Apache-2.0 | moderate | 64 |
| Silica Core Retrieval over the folder the session opened: files, search, read, code_pack, write_note. | 70 | Oct 14, 2026 | MIT | low | 63 |
| Jev use Typed yes/no, pick-one and score judgments from Jev in one batched call; typed escalation back. | 65 | Sep 22, 2026 | MIT | low | 58 |
| Vouch Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes. | 64 | Aug 23, 2026 | MIT | low | 58 |
| Showagent Search, resume and hand off coding-agent sessions: Claude Code, Codex, Gemini, Antigravity and more. | 63 | Oct 23, 2026 | MIT | low | 63 |
| Zikkaron Biologically-inspired persistent memory engine for Claude Code MCP agents | 61 | Apr 1, 2026 | MIT | low | 43 |
| Agy bridge Delegate tasks to the Antigravity CLI (Gemini): file analysis, repo archaeology, web lookups and second-opinion code reviews, with quota-awa | 60 | Sep 19, 2026 | MIT | low | 63 |
| Gopls MCP Semantic code analysis for Go using gopls - language-aware navigation, definitions, references | 60 | Oct 18, 2026 | BSD-3-Clause | low | 63 |
| Arch MCP Search the Arch Wiki and AUR, get package info, check for updates, install packages and analyze PKGBUILDs, from Arch or non-Arch systems. | 60 | Mar 10, 2026 | GPL-3.0 | low | 43 |
| Horizun Revit MCP Local Windows MCP for Revit 2023-2027. Run the Windows installer before connecting a client. | 57 | Oct 22, 2026 | Apache-2.0 | low | 63 |
| Dotpals Checks what local coding agents such as Claude Code, Codex and Cursor really did: files changed, commands run and test results read from tes | 55 | Oct 22, 2026 | MIT | low | 62 |
| Heimdall Every App Store Connect + StoreKit 2 endpoint. 902 tools in 13 profiles, narrow to 27. | 53 | Oct 24, 2026 | MIT | moderate | 62 |
| MCP console automation Console automation and monitoring, like Playwright for terminal apps: session management, SSH, testing, monitoring and background jobs. | 53 | Oct 21, 2026 | MIT | low | 67 |
| RollingGo hotel MCP CN RollingGo Hotel Booking MCP Server (国内中文版) | 51 | Oct 14, 2026 | MIT | moderate | 62 |
| Codex MCP Go MCP server wrapping Codex CLI for stdio-based tool calls. | 51 | Feb 3, 2026 | MIT | low | 42 |
| Deepseek as subagent Run DeepSeek as a sub-agent in Claude Code or Codex CLI, with its own agent loop for reading, editing and running commands in a sandboxed wo | 51 | Oct 22, 2026 | MIT | low | 62 |
| MCP safe local python executor Safe Python interpreter based on Hugging Face smolagents' LocalPythonExecutor. | 48 | Jul 17, 2025 | MIT | moderate | 34 |
| Touchpoint See, find and interact with UI elements in any desktop application, like Playwright for the whole OS. | 47 | Jun 8, 2026 | MIT | low | 50 |
| MCP server leetcode Search, retrieve and solve LeetCode problems, with metadata filtering and access to user profiles, submissions and contest data. | 44 | Apr 2, 2025 | MIT | moderate | 33 |
| CICADA Code intelligence for Elixir: module search, function tracking and PR attribution via tree-sitter AST parsing. | 40 | Sep 20, 2026 | MIT | low | 61 |
| Winx code agent Rust reimplementation of WCGW for coding agents: shell execution and file management. | 38 | Oct 20, 2026 | MIT | low | 61 |
| Multi MCP Parallel multi-model code review, security analysis and debate with ChatGPT, Claude and Gemini, including consensus and OWASP Top 10 checks. | 37 | Oct 19, 2026 | MIT | moderate | 66 |
| Forge (TT-Wang) Structured planning and validation for Claude Code: turns an objective into a validated DAG of modules built by worker agents in parallel gi | 34 | Oct 21, 2026 | MIT | low | 60 |
| Kilo kit MCP Runtime and skill library for coding agents: C4 workflow gates, guarded command execution and reasoning engines like Tree of Thoughts and 5 | 28 | Oct 24, 2026 | Apache-2.0 | low | 59 |
| Routed Local router for Agent Skills across coding agents and MCP clients, with hybrid matching on the local CPU that spends no tokens. | 27 | Oct 21, 2026 | MIT | low | 59 |
| Fable Mode Control plane for AI coding agents: time-locks writing, requires evidence for claims, runs adversarial review and keeps a sealed verificatio | 24 | Sep 18, 2026 | MIT | low | 59 |
| Codex MCP tool Connect an IDE or AI assistant to Codex CLI for code analysis and editing, with support for multiple models. | 24 | Sep 30, 2026 | MIT | low | 64 |
| Any cli MCP server Turn any CLI tool with --help output into an MCP server, with caching. | 24 | Sep 4, 2025 | MIT | moderate | 31 |
| Skill cortex server Use Claude Code Skills from any IDE or CLI. | 24 | Feb 8, 2026 | — | moderate | 29 |
| Terminal MCP Server Interact with TUI/CLI applications through a structured terminal state tree with element detection, like Playwright for terminals. | 21 | Jan 2, 2026 | MIT | low | 43 |
| Developer Developer tools for file editing, shell command execution and screen capture. | 20 | Jul 11, 2025 | MIT | moderate | 30 |
| Ssh MCP SSH control for Linux and Windows servers, with long-running commands and execution on multiple hosts at once. | 19 | May 11, 2026 | MIT | low | 46 |
| Term MCP deepseek Approval-first local terminal control: policy-based command planning and approval, DeepSeek as an advisor, and signed execution receipts. | 18 | Oct 12, 2026 | MIT | low | 58 |
| Ejentum MCP Reasoning, code, anti-deception and memory tools for AI agents. | 16 | Jun 11, 2026 | MIT | moderate | 50 |
| Netops MCP DevOps and networking tools: network monitoring, system diagnostics, automation workflows and infrastructure management. | 16 | Oct 21, 2026 | MIT | low | 57 |
| Magents Shared session bus for coding agents such as Claude Code, Codex and Grok: list, read, hand off, message and spawn live agent sessions via MC | 15 | Oct 24, 2026 | MIT | low | 62 |
| Claude concilium Multi-agent consultation for Claude Code: MCP servers wrapping Codex, Gemini and Qwen CLIs for parallel code review and problem-solving with | 14 | Mar 2, 2026 | MIT | low | 36 |
| Kill process MCP List and terminate OS processes via natural language queries. | 14 | Feb 6, 2026 | GPL-3.0 | low | 36 |
| Gemini antigravity bridge Bidirectional bridge between Gemini Spark and the Antigravity IDE: coding subagent dispatch, shared memory, local file operations and Spark | 14 | Oct 13, 2026 | Apache-2.0 | low | 56 |
| Preflight (preflight-dev) Catch vague Claude Code prompts before they waste tokens: prompt scorecards, session history search, cross-service contract awareness and co | 13 | Mar 20, 2026 | MIT | low | 36 |
| Postbag Letters between existing Claude Code and Codex sessions on one machine: join a named bag, send through each agent's native input, read one a | 11 | Oct 3, 2026 | MIT | low | 60 |
| Blind auditor Make AI self-correct its generated output through prompt injection, independent self-auditing and context isolation. | 11 | Dec 10, 2025 | MIT | low | 35 |
| Claude codex bridge Run Codex agents from Claude Code through MCP and Channels, with live progress notifications, mid-task steering and session continuation. | 10 | Oct 15, 2026 | MIT | low | 55 |
| Llm bus Coordination bus for multiple coding agents: atomic claims, advisory file leases, a shared event ledger, presence, handoffs and a task graph | 9 | Sep 3, 2026 | AGPL-3.0 | low | 61 |
| Cursor Delegate Delegate multi-file implementation to Cursor's CLI agent over ACP and get typed results: final message, changed files, session ID and plan. | 9 | Oct 22, 2026 | MIT | low | 60 |
| Komnet Git-backed message bus for coding agents on different machines, with no server: questions, answers, decisions, claimable tasks and delegated | 8 | Oct 22, 2026 | MIT | low | 59 |
| Redcon Deterministic repository context packing for coding agents: selects, compresses, caches and budgets only the files a task needs, without an | 8 | Oct 19, 2026 | — | moderate | 49 |
| Agent nexus Document exchange for coding agents across services: versioned Markdown store, pub-sub notifications with structured diffs and lifecycle sta | 8 | Jul 30, 2026 | MIT | low | 49 |
| Persistproc See and control long-running processes such as web servers: start, stop, restart and read logs. | 8 | Jul 18, 2025 | MIT | moderate | 26 |
| ClefMCP Local Clef-Flash decision model for coding agents: clef_decide returns probability distributions over your options (choice/score/yes-no) via | 7 | Oct 4, 2026 | Apache-2.0 | low | 58 |
| Hermes Action Bridge Delegate real-world actions to Hermes Agent: research, browser workflows, messaging, scheduling and skills, with risky actions requiring app | 7 | Sep 29, 2026 | MIT | low | 58 |
| GLM MCP Run GLM (Zhipu/Z.ai) as a sub-agent in Claude Code or GitHub Copilot with its own read/write/edit/run loop, Opus-vs-GLM routing and diff/dry | 7 | Jul 15, 2026 | MIT | moderate | 46 |
| Claude MCP bridge Wraps the Claude Code CLI as MCP tools for queries, search, structured output and sessions, with budget caps and granular tool sandboxing. | 7 | Oct 18, 2026 | MIT | low | 58 |
| Ennodia Delegates tasks between local coding-agent CLIs, including Claude Code, Codex, OpenCode and Antigravity, and returns results to the calling | 6 | Sep 29, 2026 | MIT | low | 58 |
| Synapse MCP Convert a codebase into a local AST knowledge graph that gives coding agents structural context for navigation and refactoring. | 6 | Oct 1, 2026 | MIT | low | 53 |
| Codex–Claude Council Two-model council: ChatGPT (through the Codex CLI) and Claude (through Claude Code) answer independently, then exchange replies until both a | 5 | Oct 23, 2026 | MIT | low | 57 |
| Openhuddle Connects different people's coding agents (Claude Code, Codex, Cursor) through a self-hostable hub: live team status, a co-written master pr | 5 | Oct 18, 2026 | MIT | low | 57 |
| Copilot MCP server Connect an IDE or AI assistant to GitHub Copilot CLI for code analysis, review and batch processing. | 5 | Dec 2, 2025 | MIT | low | 32 |
| Trinity lite Local task bus for CLI AI agents such as Codex and Claude Code: route work, persist state in SQLite and collaborate through a shared server. | 5 | Oct 12, 2026 | MIT | low | 52 |
| Plori ◆ Create and drive hosted plori agents with persistent disk, tools and memory: invoke agents, manage the human-in-the-loop queue and schedule | 0 | Oct 19, 2026 | MIT | low | 60 |
Choosing and securing
Choose according to the operations you need: text search, symbolic navigation, context packaging, or editing. Check supported languages and language server prerequisites. Review maintenance, licensing, and whether files are processed locally or remotely. Examine how the server handles repository exclusions and restricts writes. Clear error reporting and reviewable changes are useful selection criteria. Confirm compatibility with your MCP client and the repository structure you actually work with.
Repositories may contain credentials, confidential code, and instructions intended to redirect an agent. Restrict accessible directories and check what leaves your machine for remote processing. Edits may introduce defects or overwrite existing work. Use a dedicated branch, review the diff, and run appropriate checks. Separate read, write, and execution permissions where supported. Treat instructions found in repository content according to their source and authority, rather than automatically obeying them.
Before connecting a server to an agent with access to your data, run the AI agent security check.
Most recent
- Openhuddle created October 18, 2026
- Graphicle created October 14, 2026
- TOMC Memory created October 6, 2026
- Grandet created October 5, 2026
- ClefMCP created October 3, 2026
Other categories
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Frequently asked questions
What is the best Coding agents MCP server?
On our grid (adoption, maintenance, framework), Desktop Commander (90/100), Ouroboros (88/100), and Repomix (85/100) come first. The right choice mostly depends on the service you need and the rights you are willing to grant.
Are these servers free?
93% declare an open-source licence and are free to use. 21 need an API key: the connected service may be paid.
How is a server different from a complete coding agent?
An MCP server exposes tools that a client can call. A coding agent plans the task, invokes tools, and interprets results. Some projects combine several roles, so the boundary varies. Check which responsibilities belong to the server, client, and model when deciding what your development environment needs.
Can I let the agent edit my repository directly?
You can grant write access when the server supports it. First establish a working state that lets you inspect and undo changes. A dedicated branch and a known starting point help with review. Examine the diff and relevant checks before incorporating the edits into shared development work.
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