MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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withvibe-roadmapgithub.com/withvibe/withvibe-roadmapupdated this year
WithVibe Roadmap plugin — per-env implementation roadmap board with an MCP server the AI orchestrator drives. Apache 2.0.
Apache-2.0 -
An async multi-agent learning roadmap planner built with LangChain, LangGraph, Tavily, and a custom FastMCP course server.
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MCP server for Public Feature Board and Roadmap Monitor. Find a company's public feature board (Canny, Featurebase, Frill, UserVoice, Productboard) and get its top requests with votes and status, plus the integrations customers ask for. Runs on Apify. Clay-ready output.
MIT -
mcp-roadmapshgithub.com/aissablk1/mcp-roadmapshupdated this year
MCP server for roadmap.sh — developer roadmaps, best practices, interview questions, projects & local progress tracking, from official sources.
MIT ★ 2 -
MCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features
MIT ★ 3 -
Local-first whiteboard and roadmap for projects you build with AI agents. The plan lives as plain files in your repo, and agents work on it through a CLI and an MCP server.
Apache-2.0 -
Unified MCP server for AI agents: reasoning (think_*), execution (ship_*), roadmap + signals — one binary, four tool families.
npm MIT -
pm-mcp-servergithub.com/jackhendon/pm-mcp-serverupdated this year
MCP server exposing 7 PM workflow tools to Claude - sprints, blockers, roadmap, workload, velocity. No API keys needed. Built to show how agents get access to real data.
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AgeWellgithub.com/lerenaminy/AgeWellupdated this year
A RAG-powered clinical reasoning engine for longevity. Translates complex biomarkers into evidence-based health roadmaps using Gemini 2.5 Flash and BGE-M3.
★ 1 -
Your plan, watching itself. Local desktop roadmap tree that Claude Code and any MCP host keep up to date live. Plain JSON, no cloud.
NOASSERTION ★ 10 -
resume-assistant-mcpgithub.com/rajesh-kayal-dev/resume-assistant-mcpupdated this year
MCP server for ATS resume analysis — parse, score, improve resumes and generate cover letters, interview questions, skill roadmaps, and LinkedIn optimization tips.
MIT -
loomgithub.com/reslava/loomupdated this year
Makes AI stateful across sessions. Workflow: chat → idea → design → reqs → plan → do_step(s) → done, with fresh scoped context, staleness detection, and human approval at every phase. Roadmap & history of shipped features.
MIT ★ 1 -
An MCP server for planning, execution and validation: Structured reasoning (think_*) + execution tracking (ship_*) + roadmap + signals for AI coding agents. Rust · stdio + Streamable HTTP · git-native, Agent-Trace-compatible traces.
MIT ★ 2 -
stacks-aigithub.com/jentrix-au/stacks-aiupdated this year
The universal board for AI agents — one Kanban for tasks, bugs, support, CRM & roadmap, operated by humans and agents via a built-in MCP server. Open-source, self-hostable (Next.js 16, Prisma 7, Auth.js v5).
MIT ★ 3 -
Claude plugin for Bitsight Security Ratings — a zero-dependency MCP server wrapping the Bitsight REST API as 15 read-only tools, plus 16 skills that turn ratings into board packs, vendor decisions, remediation roadmaps, audit evidence and Indian regulatory incident notifications.
MIT ★ 1 -
cra-compliance-mcpgithub.com/csoai-org/cra-compliance-mcpupdated this year
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Product classification, Annex I audit, SBOM generation, conformity assessment roadmap, vulnerability reporting readiness. For manufacturers of products with digital elements. By MEOK AI Labs.
pypi MIT License -
Open-source customer messaging for teams with many products: e-mail, live chat and in-app conversations in one inbox, plus newsletters, cookieless analytics, status pages, a help center, a roadmap and a changelog. MCP server for AI assistants. Pre-alpha.
AGPL-3.0 ★ 30 -
A precision-engineered AI workforce for fiduciary-grade financial strategy. Modeled after the NeuraForge architecture, FinForge AI uses a Unified MCP Hub and the FinWorth Math Engine to provide zero-hallucination tax optimization, debt reduction roadmaps, and portfolio auditing. Compatible with Cursor, Claude Code, Kiro CLI, and ChatGPT.
MIT ★ 1 -
Swift-native MCP server for Microsoft Word (.docx) — 233 tools, the first pure-Swift OOXML library (no Word required). v3.13.5 closes #56 round-trip silent corruption (5 sub-stack rounds, 30 findings via 6-AI verify). Office.js Roadmap P0 100%: Track Changes, SDT, styles, numbering, sections, hyperlinks. Byte-preserving overlay save.
MIT ★ 7 -
An open atlas of what each technology still needs to reach maturity
NOASSERTION -
MCP wrapper that lets Claude Code (and any MCP host) push live node status updates to a running RoadRaven desktop app via its WebSocket Event API.
npm FSL-1.1-MIT -
A patient, gamified, voice-enabled MCP coding tutor. You run the commands; it drills, corrects, and keeps score.
npm MIT -
Trail's MCP server: gives your coding agent your team's tracker and the project's durable memory, scoped to the folder you have open.
npm MIT