Gives Claude persistent memory across coding sessions through 17 consolidated MCP tools covering projects, features, stories, sprints, releases, architecture decisions, and knowledge base docs. The AI tool methods handle operations like creating features with acceptance criteria, recording ADRs with conflict detection, tracking git commits by AI vs human authorship, and generating context handoff between sessions. Works with Claude Code, Cursor, and Windsurf via stdio, or remotely through HTTP transport. Ships with 8 slash command skills for workflows like feature capture, standup reports, and sprint planning. Includes a full web dashboard with kanban boards and velocity tracking. Free tier covers 2 projects with unlimited stories. Reach for this when you're tired of re-explaining your codebase's architecture decisions and sprint context every time you open the IDE.
Public tool metadata for what this MCP can expose to an agent.
projectsManage projects. Methods: list (all projects), list_read (with stats), create, update, resolve (auto-detect from cwd), get_context (full snapshot)9 paramsManage projects. Methods: list (all projects), list_read (with stats), create, update, resolve (auto-detect from cwd), get_context (full snapshot)
namestringpathstringmethodstringlist · list_read · create · update · resolve · get_contextstatusstringactive · paused · completed · archivedrepo_pathstringproject_idstringtech_stackobjectdescriptionstringproject_keystringfeaturesManage features/epics. Methods: list, get_bundle (feature + stories + decisions), create, update, save_context, get_context22 paramsManage features/epics. Methods: list, get_bundle (feature + stories + decisions), create, update, save_context, get_context
limitnumberphasestringtitlestringmethodstringlist · get_bundle · create · update · save_context · get_contextoffsetnumberstatusstringidea · backlog · todo · in_progress · in_review · doneassigneestringend_datestringprioritystringcritical · high · medium · lowsprint_idstringfeature_idstringproject_idstringrelease_idstringstart_datestringai_guidanceobjectdescriptionstringfiles_touchedarraywhere_left_offstringinferred_fieldsarrayblocking_questionsarrayacceptance_criteriaarraylast_session_summarystringstoriesManage stories/tasks under features. Methods: list, create, update, batch_update18 paramsManage stories/tasks under features. Methods: list, create, update, batch_update
typestringstory · task · bug · chorelimitnumbertitlestringmethodstringlist · create · update · batch_updateoffsetnumberstatusstringtodo · in_progress · doneupdatesarrayassigneestringdue_datestringstory_idstringfeature_idstringproject_idstringai_guidanceobjectdescriptionstringstory_pointsnumberinferred_fieldsarrayacceptance_criteriaarrayguidance_template_idstringsprintsManage sprints. Methods: list, get_current, create, update, assign (features to sprint)11 paramsManage sprints. Methods: list, get_current, create, update, assign (features to sprint)
goalstringnamestringmethodstringlist · get_current · create · update · assignstatusstringplanning · active · completedend_datestringsprint_idstringproject_idstringstart_datestringfeature_idsarrayretrospectiveobjectinferred_fieldsarrayreleasesManage releases. Methods: list, create, update, generate_notes9 paramsManage releases. Methods: list, create, update, generate_notes
namestringmethodstringlist · create · update · generate_notesstatusstringplanned · in_progress · releasedversionstringproject_idstringrelease_idstringdescriptionstringtarget_datestringinclude_commitsbooleandecisionsManage architecture decisions (ADRs). Methods: list, add, supersede, get_conflicts, resolve_conflict20 paramsManage architecture decisions (ADRs). Methods: list, add, supersede, get_conflicts, resolve_conflict
limitnumbertitlestringactionstringkeep_1 · keep_2 · merge · dismissmethodstringlist · add · supersede · get_conflicts · resolve_conflictoffsetnumberreasonstringstatusstringproposed · acceptedcontextstringcategorystringarchitecture · technology · design · infrastructure · processdecisionstringthresholdnumberproject_idstringvisibilitystringprivate · team · publicdecision_idstringconsequencesstringdecision1_idstringdecision2_idstringnew_decisionobjectinferred_fieldsarraymerged_decisionobjectdocumentsManage knowledge base documents. Methods: list, get, create, update, get_versions, restore_version, add_link, get_graph22 paramsManage knowledge base documents. Methods: list, get, create, update, get_versions, restore_version, add_link, get_graph
tagsarraytitlestringauthorstringmethodstringlist · get · create · update · get_versions · restore_versionstatusstringdraft · in_review · published · archivedcontentstringversionnumberdoc_typestringprd · tech_spec · architecture · api_design · customsectionsarraytemplatestringtech_spec · meeting_notes · decision_record · wiki · brainstorm · prdlink_typestringrelated · references · blocks · parentparent_idstringsource_idstringtarget_idstringproject_idstringpropertiesobjectvisibilitystringprivate · team · publicdocument_idstringsource_typestringdocument · story · feature · decision · sprint · sessiontarget_typestringdocument · story · feature · decision · sprint · sessionchange_summarystringinferred_fieldsarraynotesManage project notes. Methods: list, add8 paramsManage project notes. Methods: list, add
tagsarraylimitnumbermethodstringlist · addoffsetnumbersourcestringchat · voice · manual · mcpcontentstringfeature_idstringproject_idstringsessionsManage brainstorming sessions. Methods: list, start, log_message, complete12 paramsManage brainstorming sessions. Methods: list, start, log_message, complete
rolestringuser · assistanttitlestringmethodstringlist · start · log_message · completecontentstringpersonastringsummarystringartifactsarrayproject_idstringsession_idstringdecisions_madearrayopen_questionsarrayfeatures_createdarraycriteriaManage acceptance criteria on features. Methods: add, remove, update_status, verify7 paramsManage acceptance criteria on features. Methods: add, remove, update_status, verify
textstringnotesstringmethodstringadd · remove · update_status · verifystatusstringpending · verified · failed · in_reviewevidencestringfeature_idstringcriterion_idstringgitGit integration. Methods: sync (import commits), link (commits to feature/story), unlink, get_status, get_feature_stats5 paramsGit integration. Methods: sync (import commits), link (commits to feature/story), unlink, get_status, get_feature_stats
methodstringsync · link · unlink · get_status · get_feature_statsstory_idstringfeature_idstringproject_idstringcommit_hashesarraydependenciesManage feature dependencies. Methods: add, remove, get_graph6 paramsManage feature dependencies. Methods: add, remove, get_graph
methodstringadd · remove · get_graphdep_typestringblocks · relates_tofeature_idstringproject_idstringdependency_idstringdepends_on_idstringwork_sessionsManage coding work sessions, activity feed, and traces. Methods: list, start, end, get_active, generate_claude_md, list_activity, list_traces, delta (what changed since last session)12 paramsManage coding work sessions, activity feed, and traces. Methods: list, start, end, get_active, generate_claude_md, list_activity, list_traces, delta (what changed since last session)
limitnumbertitlestringmethodstringlist · start · end · get_active · generate_claude_md · list_activitysummarystringstory_idstringfeature_idstringnext_stepsstringproject_idstringsession_idstringissues_foundarrayfiles_changedarraystories_completedarraycommentsManage comments on stories, features, decisions, documents. Methods: list, create, update, delete9 paramsManage comments on stories, features, decisions, documents. Methods: list, create, update, delete
flatbooleanmethodstringlist · create · update · deletecontentstringmentionsarrayentity_idstringparent_idstringcomment_idstringproject_idstringentity_typestringstory · feature · decision · document · notecustom_fieldsManage custom field definitions and values. Methods: manage (CRUD definitions), set (values), get (values)16 paramsManage custom field definitions and values. Methods: manage (CRUD definitions), set (values), get (values)
namestringactionstringlist · create · update · deletemethodstringmanage · set · getvaluesobjectoptionsarrayfield_idstringrequiredbooleanentity_idstringfield_keystringfield_typestringtext · number · select · multi_select · date · checkboxproject_idstringsort_ordernumberdescriptionstringentity_typestringstory · featureentity_typesarraydefault_valuestringaiAI-powered project intelligence. Methods: get_next_work (recommended story), report_progress, get_guidance (merged AI guidance), generate_briefing (compact <500 token project state for post-compaction recovery)11 paramsAI-powered project intelligence. Methods: get_next_work (recommended story), report_progress, get_guidance (merged AI guidance), generate_briefing (compact <500 token project state for post-compaction recovery)
methodstringget_next_work · report_progress · get_guidance · generate_briefingsummarystringstory_idstringsprint_idstringfeature_idstringnext_stepsstringproject_idstringissues_foundarrayfiles_changedarrayinclude_inheritedbooleanstories_completedarraypull_requestsView pull requests. Methods: list, get_story_prs5 paramsView pull requests. Methods: list, get_story_prs
limitnumbermethodstringlist · get_story_prsstatusstringopen · merged · closedstory_idstringproject_idstring
AI-native project management with persistent memory for coding agents
Your AI forgets. Sprintra remembers.
Sprintra gives your AI coding agent persistent memory — features, architecture decisions, sprint progress, and project context that survive session resets, token limits, and IDE switches.
The problem: Every AI coding session starts from scratch. Your agent doesn't know what you decided last week, what sprint you're in, or what your teammate built yesterday.
The solution: Sprintra's MCP server connects to Claude Code, Cursor, Windsurf, and any MCP-compatible tool. Your agent reads and writes project context automatically — no copy-paste, no re-explaining.
# Install the CLI (42KB, zero native dependencies)
npm install -g @sprintra/cli
# Authenticate
sprintra login
# Auto-configure your AI tool
sprintra connect
# Scaffold a complete local project with server + dashboard
npx create-sprintra my-project
# Start the server
cd my-project
npm start
# Server + dashboard at http://127.0.0.1:4000
{
"mcpServers": {
"sprintra": {
"command": "npx",
"args": ["@sprintra/cli", "mcp"]
}
}
}
Or run: sprintra connect --tool claude-code
Add to .cursor/mcp.json:
{
"mcpServers": {
"sprintra": {
"command": "npx",
"args": ["@sprintra/cli", "mcp"]
}
}
}
Or run: sprintra connect --tool cursor
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS):
{
"mcpServers": {
"sprintra": {
"command": "npx",
"args": ["@sprintra/cli", "mcp"]
}
}
}
Run: sprintra connect --tool windsurf
For remote MCP connections (Claude.ai, mobile):
URL: https://api.sprintra.io/api/mcp
Auth: Bearer <your-token>
Transport: HTTP + SSE
Sprintra uses a consolidated tool pattern (inspired by GitHub's MCP server). Each tool accepts a method parameter to select the operation.
| Tool | Methods | Description |
|---|---|---|
projects | list, create, update, resolve, get_context | Manage projects with tech stack, status, and full context snapshots |
features | list, get_bundle, create, update, save_context, get_context | Epic-level work items with acceptance criteria and AI guidance |
stories | list, create, update, batch_update | Tasks under features — story, task, bug, chore types |
sprints | list, get_current, create, update, assign | Time-boxed iterations with progress tracking |
releases | list, create, update, generate_notes | Release milestones with auto-generated release notes |
| Tool | Methods | Description |
|---|---|---|
decisions | list, add, supersede, get_conflicts, resolve_conflict | Architecture Decision Records (ADRs) with AI conflict detection |
documents | list, get, create, update, get_versions, restore_version, add_link, get_graph | Knowledge base with versioning, templates, and cross-references |
notes | list, add | Quick capture — ideas, research findings, meeting notes |
sessions | list, start, log_message, complete | Brainstorming sessions with AI personas |
| Tool | Methods | Description |
|---|---|---|
criteria | add, remove, update_status, verify | Acceptance criteria management and verification |
git | sync, link, unlink, get_status, get_feature_stats | Git commit tracking with AI authorship detection |
dependencies | add, remove, get_graph | Feature dependency tracking with cycle detection |
work_sessions | list, start, end, get_active, list_activity, list_traces, delta | Coding session tracking with context handoff |
comments | list, create, update, delete | Threaded comments on any entity |
custom_fields | manage, set, get | Custom metadata fields |
| Tool | Methods | Description |
|---|---|---|
ai | get_next_work, report_progress, get_guidance, generate_briefing | AI-powered recommendations, progress tracking, and context recovery |
pull_requests | list, get_story_prs | GitHub PR tracking and auto-linking |
Once connected, try these in Claude Code or Cursor:
"Create a Sprintra project for this repo"
"Capture a feature: user authentication with OAuth and email/password"
"What should I work on next?"
"Record a decision: we chose PostgreSQL over MongoDB for relational order data"
"Give me a standup report"
"What changed since my last session?"
Install workflow skills for guided project management:
sprintra skills install --all
| Skill | Trigger | Description |
|---|---|---|
| Capture Feature | /capture [idea] | Break down an idea into features, stories, and criteria |
| Record Decision | /decide [topic] | Create an Architecture Decision Record |
| Standup Report | /standup | Auto-generate standup from recent work |
| Wrap Session | /wrap | Save context for seamless session resume |
| Sprint Review | /sprint-review | Review sprint progress with metrics |
| Brainstorm | /brainstorm [topic] | AI-powered brainstorming with personas |
| Implement Feature | /implement [id] | Start implementation with full context loaded |
| Sprint Planning | /sprint-plan | Plan sprints with AI recommendations |
Sprintra includes a full web dashboard with 20+ views:
Cloud: app.sprintra.io
Self-hosted: http://127.0.0.1:4000 after npm start
| Plan | Price | Includes |
|---|---|---|
| Solo Pilot | Free forever | 2 projects, unlimited stories, all MCP tools, all skills |
| Team | $5/seat/month | 10 projects, AI features, team collaboration, priority support |
| Enterprise | Custom | On-premise, dedicated infra, custom SLA |
The Sprintra MCP server documentation in this repository is MIT licensed. The Sprintra server, dashboard, and CLI are proprietary software — see sprintra.io/pricing for plans.
VIBEPILOT_MODEdefault: localRuntime mode: 'local' for SQLite or 'saas' for PostgreSQL
SUPABASE_DATABASE_URLsecretPostgreSQL connection string (required for saas mode)
GEMINI_API_KEYsecretGoogle Gemini API key for decision conflict detection via embeddings (optional)
io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage
io.github.mikerawsonnz/llm-orchestration-agent
io.github.mikerawsonnz/authenticated-llm-agent
labforgedev/copilot-memory-mcp
csoai-org/agent-prompt-injection-firewall-mcp
io.github.mikerawsonnz/authenticated-multi-llm-agent