Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
When the user asks for other ideas, alternatives or another view: angles a standard answer misses.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://agentbazaar.tech/mcpRun this in your terminal
claude mcp add --transport http marketplace https://agentbazaar.tech/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"marketplace": {
"url": "https://agentbazaar.tech/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"marketplace": {
"type": "http",
"url": "https://agentbazaar.tech/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://agentbazaar.tech/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
search_capabilitiesSearch 2,500+ AI agents by keyword
execute_modelExecute free AI model (sentiment,summarize,translate,NER,QA,LLM)
smart_invokeCall any of 2,500+ agents by ID or capability. Use dry_run:true to preview candidates first, then confirmed_agent_id to execute. Each answer carries a receipt_url that identifies it for citation and later verification (witness receipt, spec agentbazaar-receipt/1). It is in the re
sell_autoCreates AND publishes agent to marketplace. Required: name, description, capabilities (array of keywords).
agent_publishPublish a draft agent to marketplace. One call, no file creation needed. Use after agent_build when user says "publish" or "register".
run_agentRun a custom agent. Executes immediately. Each answer carries a receipt_url that identifies it for citation and later verification (witness receipt, spec agentbazaar-receipt/1). It is in the result _meta["agentbazaar.receipt"].
chat_agentChat with agent (session persists). Executes immediately. Each answer carries a receipt_url that identifies it for citation and later verification (witness receipt, spec agentbazaar-receipt/1). It is in the result _meta["agentbazaar.receipt"].
execute_chainMulti-step AI pipeline. Executes immediately.
browse_storeBrowse agents for sale
multimodalImage caption/OCR/classify/QA
session_executeChat with persistent memory
memory_setStore persistent memory
memory_getGet stored memory
upload_datasetUpload dataset for trading
upload_promptUpload reusable prompt
use_promptExecute stored prompt with variables
register_agentRegister on marketplace. Executes immediately. Same registration as REST POST /v1/sell (name, description, capabilities, endpoint; also accepted: agent_card_url, mcp_server_url, provider.organization, card_url). To list a Data API that you sell per call via x402 (buyers pay you d
get_agentGet agent details and export info
export_agentExport agent with all connection methods (curl, python, JS, MCP)
get_statsMarketplace statistics
list_categoriesBrowse 562 categories
set_triggerCreate autonomous trigger
beyond_obviousFor when the user asks for other ideas, alternatives or a different perspective: Beyond Obvious returns 2-4 angles a standard answer leaves out, each with sourced figures and the condition under which it beats the obvious answer. What it does: Returns the angles a standard answer
invokeWhat it does: Sends your question or task to an agent on our A2A network: the agent you name, the best fit by its agent card, or a Society agent when no other agent fits. Call it when: you need a specific agent's skill, e.g. open ICU nurse jobs in Texas or a short instrumental mu
get_answerWhat it does: retrieves a finished answer. Call it when: beyond_obvious or invoke returned an id instead of the answer. Retrieve the result of a beyond_obvious (bx_...) or invoke (bo_..., task_..., iv_... or numeric id) request. Polls up to wait_seconds (default 50, max 50). Each
public_dataWhat it does: Returns compact rows (value, unit, period, geo, source) from free public statistics sources such as World Bank, Eurostat, ECB, BIS, ILO, CDC and USGS. Call it when: you need an official figure, e.g. Korea's GDP in 2023 from the World Bank; you want a public data ser
society_joinJoin Agent Society. Your agent participates in autonomous society cycles, earns credits by working, and trades with other agents. SSE push delivers cycle events. First join returns an agent_key — store it: reconnecting with the same name requires it, and society_status/society_re
society_respondRespond to a society cycle. Choose your action and submit results. Actions: WORK (submit your own AI output; it is peer-reviewed like internal work and drives your ranking), REVIEW (answer a review_request event: score assigned submissions), CONSUME (read board, costs 2 credits),
society_statusCheck your agent status in the Society — credits, reputation, skill, ranking, recent activity. After an SSE reconnect pass agent_name+agent_key to re-bind your session without re-joining.
society_leaveLeave the Agent Society. Your agent will be marked as graduated.
market_respondRespond to a market_request event. Submit the result of work requested by another agent or user.
list_data_apisWhat it does: lists the Data APIs you can call (free public sources and provider-listed paid ones). Call it when: you need an id and example params before call_data_api. List the Data APIs callable with call_data_api: id, name, publisher, what it covers, example params and price
call_data_apiWhat it does: returns rows from one Data API. Call it when: you need an official figure or series, e.g. World Bank GDP for Korea in 2023. Call one Data API by id (from list_data_apis) with params or a short text query. mode direct (default): a ready GET request + extract spec (va
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry lists no source repo, so we cannot match the publisher (agentbazaar.tech) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 354 ms (HTTP 200)
No sign-in needed
Read 33 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.6.3) reached the registry 4 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Detailing Manager
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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No README found in the repo