Coding agent tools MCP servers

3,631 servers

Extend coding agents like Claude Code, Codex and Cursor: rules, checkpoints, context, review and hand-offs.

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vector-memory-pg io.github.cabupy/vector_memory_pg

Institutional technical memory for AI coding agents using PostgreSQL, pgvector, hybrid search, MCP, Reflect, CLI, and local UI.

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Search and retrieval (RAG) npm Local 9 a week MIT
apescode io.github.stephencvd/apescode

Multi-provider AI coding agent for the terminal. 4-40× cheaper than Claude Code via smart routing (Anthropic + Moonshot Kimi + xAI Grok + Google Gemini), with MCP, hooks, sandbox, and REPL with branch

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Coding agent tools npm Local 10 a week MIT
agimus-mcp io.github.agimus-ai/agimus-platform

MCP server for the Agimus data platform — connects AI coding tools to your ontology

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Coding agent tools PyPI Local MIT
ai-code-review-mcp io.github.alanniew/code-review-mcp-changelog.md

变更驱动的代码审查证据引擎：MCP 服务器 + 审查协议 Skill，为 AI 编码助手提供高信号的变更审查能力

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Developer tools PyPI Local MIT
ai-coding-gym-mcp io.github.yourusername/ai-coding-gym-mcp

MCP server for AI Coding Gym - fetch and submit coding challenges

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Health and fitness PyPI Local MIT
aidevtube-mcp io.github.miraculix95/aidevtube-mcp

Semantic search over a curated, multilingual corpus of AI & coding YouTube video summaries — MCP server for the AI YouTube Digest API.

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Design and media PyPI Local MIT
aidocs-mcp io.github.cristian1991/aidocs

Portable AI coding-agent toolkit — MCP server with indexed code retrieval, session management, and persistent memory

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Memory and context PyPI Local APACHE-2.0
ai-intervention-agent-fastmcp io.github.fastmcp-me/ai-intervention-agent

AI Intervention Agent: MCP server enabling real-time user intervention in AI-assisted development workflows.

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Coding agent tools PyPI Local MIT
archai-mcp io.github.cristianchachaleon/arch-ai

Structural analysis engine for AI coding agents

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Coding agent tools PyPI Local MIT
as-redis-mcp-server io.github.zicheng-ai/redis-mcp-server

A secure, read-only Redis MCP Server — empowers AI coding agents to inspect keys, analyze memory, diagnose slow queries, and advise on cache design through 8 semantic tools with defense-in-depth secur

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Coding agent tools PyPI Local MIT
atlas-context-mcp io.github.tomosius/atlas

MCP server that gives AI coding agents structured project knowledge — standards, tools, conventions, structure

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Coding agent tools PyPI Local MIT
atlassian-agent-mcp io.github.danielvogler/atlassian_agent-changelog.md

MCP-first Jira and Confluence tools for coding agents, where every write is a dry run first.

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Coding agent tools PyPI Local MIT
bitbucket-dc-mcp io.github.inkman97/bitbucket-dc-mcp

A hardened MCP server that exposes Bitbucket Data Center operations to AI coding assistants

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Coding agent tools PyPI Local MIT
blindspot-mcp io.github.umuterdal/blindspot-mcp

The External Brain for AI Coding Agents — see what your LLM can't see. Provides instant, structured intelligence about your entire codebase without reading files into the AI's context window.

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Coding agent tools PyPI Local MIT
bugledger-mcp io.github.xajeel/bugledger-mcp

Local-first MCP server that gives AI coding agents a memory of fixed bugs: record at fix time, retrieve before coding, search while debugging, enforce with Semgrep.

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Coding agent tools PyPI Local MIT
cc-plugin-mcp io.github.ppspps824/cc-plugin-mcp

Claude Code Plugin MCP - Access Claude Code plugins via MCP protocol

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Coding agent tools PyPI Local MIT
central-mcp io.github.andy5090/central-mcp

Coding agent-agnostic MCP hub for managing multiple coding agents.

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Coding agent tools PyPI Local MIT
chimerax-mcp io.github.mahynotch/chimerax-mcp

MCP server that connects AI coding tools to UCSF ChimeraX for natural-language protein editing

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Science and research PyPI Local MIT
ciphra-mcp io.github.sanjayselvam31/ciphra

Python MCP server for Ciphra. Lets AI coding agents call Ciphra's secret scanner via the Model Context Protocol.

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Coding agent tools PyPI Local MIT
clade-mcp io.github.shenxingy/clade

MCP server exposing 29 AI coding skills — autonomous commits, loops, reviews, incident response, and more

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Git and code hosting PyPI Local MIT
code-atlas-mcp io.github.serpeter/code-atlas-changelog.md

A code intelligence graph that gives AI coding agents deep, token-efficient understanding of your codebase.

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Coding agent tools PyPI Local APACHE-2.0
codevira-mcp io.github.sachinshelke/codevira-changelog.md

Persistent adaptive memory for AI coding agents — MCP server with context graph, semantic search, adaptive learning, roadmap tracking, and cross-tool continuity.

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Coding agent tools PyPI Local MIT
colgrep-mcp io.github.crackingshells/colgrep-mcp-changelog.md

MCP server exposing colgrep semantic/hybrid code search to coding agents.

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Coding agent tools PyPI Local AGPL-3.0-OR-LATER
crewmemory-mcp io.github.gigaparviz/crewmemory-mcp-changelog.md

Shared crew memory MCP server for AI coding agents (Claude Code, Codex, Cursor, ...)

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Coding agent tools PyPI Local MIT
dataform-context-mcp io.github.vgossiaux/dataform-context-mcp

Deterministic, self-hosted MCP server exposing structured Dataform pipeline context (lineage, schemas, layers) to coding agents

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Coding agent tools PyPI Local MIT
dev-link-mcp io.github.ajeetkharel/dev-link-mcp-changelog.md

Sandboxed, fully logged development environment for one folder that any MCP client, from coding agents to web chats, can use

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Coding agent tools PyPI Local MIT
devscope-mcp io.github.cleberfarias/devscope-mcp

Project intelligence and diagnostics for AI coding agents via MCP

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Coding agent tools PyPI Local MIT
drf-mcp-docs io.github.abdulkhalek-1/drf-mcp-docs-changelog.md

Expose DRF API documentation via MCP for AI coding agents

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Docs and knowledge bases PyPI Local MIT
evermemos-mcp io.github.tt-a1i/evermemos-mcp

MCP Server that brings long-term memory to AI coding tools via EverMemOS

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Memory and context PyPI Local MIT
failures-mcp io.github.mayowa-kalejaiye/failures

Failures — deterministic MCP for AI-built software. 12 tools that make coding agents handle failure modes via AST checks.

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Coding agent tools PyPI Local MIT
figma-mcp io.github.jayzeedesign/figma-mcp

Allow your AI coding agents to access figma files & prototypes directly

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Coding agent tools PyPI Local MIT
file-tools-mcp io.github.bumpyclock/file-tools-mcp

MCP server providing file tools for LLMs and coding agents to quickly get project context

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Files and storage PyPI Local MIT
golem-mcp io.github.haidy-id/golem-mcp

MCP bridge — connects AI coding agents to Godot 4.x via TCP

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Coding agent tools PyPI Local MIT
grag-mcp io.github.tmustafiz/graph-rag-changelog.md

Graph RAG knowledge base for coding agents, backed by Neo4j and exposed over MCP

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Search and retrieval (RAG) PyPI Local APACHE-2.0
groundtruth-mcp io.github.zhengtai123/groundtruth-mcp-changelog.md

Expose your project's own lint / replay / simulate / query capabilities to coding agents as MCP tools, so the agent gets real feedback instead of guessing.

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Coding agent tools PyPI Local MIT
gus-mcp io.github.sud747/gus

Relevant-context retrieval for AI coding agents, over MCP and CLI

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Coding agent tools PyPI Local MIT
hermes-memory-mcp io.github.nauta-ai/hermes-memory-mcp

Local-first MCP server that gives AI coding agents persistent, cited memory of their project's notes, decisions, commits, and logs.

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Coding agent tools PyPI Local MIT
ide-memory-mcp io.github.prasanna-pmpeople/ide-memory-mcp

Cross-IDE persistent memory layer for AI coding agents via MCP

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Memory and context PyPI Local MIT
iflow-mcp_claude-todo-emulator io.github.joehaddad2000/claude-todo-emulator

This is an MCP server that emulates Claude Code's task management system, providing persistent todo functionality for AI coding assistants in IDEs like Cursor, Windsurf, and others.

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Project management PyPI Local MIT
iflow-mcp_jayzeedesign_figma-mcp io.github.iflow-mcp/jayzeedesign-figma-mcp

Allow your AI coding agents to access figma files & prototypes directly

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Coding agent tools PyPI Local MIT
inkscape-mcp io.github.aravindev/inkscape_mcp

MCP server that drives the Inkscape CLI from a coding agent.

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Coding agent tools PyPI Local MIT
intent-gate-mcp io.github.baixinghao/intent-gate

Lightweight intent-alignment plugin for coding agents: requirement-analysis playbook, three-level intent funnel with file-in-the-loop persistence, optional red-blue review skill (DingTalk group channe

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Coding agent tools PyPI Local MIT
kg-mcp io.github.hexecu/mcp-neuralmemory

Memory/Knowledge Graph MCP Server for IDE Assistants - Persistent context and knowledge for AI coding agents

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Coding agent tools PyPI Local MIT
kubeflow-mcp io.github.kubeflow/mcp-server

Model Context Protocol server for AI-assisted development with Kubeflow

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Coding agent tools PyPI Local APACHE-2.0
langfuse-traces-mcp io.github.karandeepsinghsodhi/skill-to-fetch-traces-changelog.md

MCP server that fetches Langfuse traces and provides them as context to VS Code coding agents.

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Monitoring and observability PyPI Local MIT
legendary-mcp io.github.ashhadahsan/legendary

Code-anchored, staleness-aware, git-native memory for coding agents

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Coding agent tools PyPI Local MIT
librarian-mcp io.github.liana-banyan/librarian-mcp-docs

Pre-curated canonical memory + prose/code provenance for any AI coding client. MCP-native.

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Docs and knowledge bases PyPI Local AGPL-3.0-OR-LATER
loop-mcp io.github.arjun988/loop-engineering

MCP server for automated loop engineering in AI coding workflows

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Coding agent tools PyPI Local MIT