Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Reference data for prediction markets: graded resolution clarity, cross-venue links, provenance.
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://api.clearmarket.fyi/mcpRun this in your terminal
claude mcp add --transport http clearmarket https://api.clearmarket.fyi/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"clearmarket": {
"url": "https://api.clearmarket.fyi/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": {
"clearmarket": {
"type": "http",
"url": "https://api.clearmarket.fyi/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://api.clearmarket.fyi/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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 9, 2026
The registry name was verified against the domain clearmarket.fyi (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
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Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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 (0.2.0) reached the registry 5 months 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, awardlanes
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Institutional reference layer for prediction market data. Structures, classifies, grades, and links markets across Polymarket and Kalshi so research, risk, and data teams can use them like any other asset class.
Live now: clearmarket.fyi · REST api.clearmarket.fyi/v1 · MCP api.clearmarket.fyi/mcp · daily wire feed at /signals. Open and read-only — no key required.
Coverage: the live Kalshi + Polymarket universe (untraded placeholder slots excluded; counts on the site refresh with each ingest). Every market carries a Resolution Clarity Grade (RCG A/B/C) and full source provenance — the resolution source is named where the venue commits to one, and where it doesn't, that absence is classified and graded (that gap is the point). Markets listing the same question on both venues carry cross-venue links. Prices refresh hourly.
v0.2 · June 2026
No key, no signup — open and read-only.
# REST — search the graded universe
curl -s "https://api.clearmarket.fyi/v1/events?q=fed"
curl -s "https://api.clearmarket.fyi/v1/events/kxfed-26jul"
curl -s "https://clearmarket.fyi/signals.json"
MCP (agent clients — Claude Desktop, Cursor, VS Code): streamable HTTP at https://api.clearmarket.fyi/mcp, six read-only tools (list_events, get_event, get_market, list_upcoming_catalysts, list_signals, get_signal). get_market accepts a ClearMarket id, a venue-native id/ticker, or a market URL (best-effort — Kalshi URLs resolve; for Polymarket pass the conditionId); get_event takes detail=concise for a lean grade/price view of large multi-market events. Agent manifest at /AGENTS.md. One-click install:
# Claude Code
claude mcp add --transport http clearmarket https://api.clearmarket.fyi/mcp
…or add it by hand:
// claude_desktop_config.json / ~/.cursor/mcp.json
{ "mcpServers": { "clearmarket": { "command": "npx", "args": ["-y", "mcp-remote", "https://api.clearmarket.fyi/mcp"] } } }
Every URL also ships a parallel .json, embedded JSON-LD, and a row in /llms.txt — agents never have to scrape HTML.
A prediction-market contract can be right about the event and still settle on the fine print. The Resolution Clarity Grade scores that resolution risk from the rules text alone, before a market resolves, on every Kalshi and Polymarket contract. Tested against Polymarket's public on-chain dispute record (data as of 2026-07-23):
| Grade | Challenged at resolution | Contracts | Rate |
|---|---|---|---|
| A | 3 | 2,587 | 0.12% |
| B | 0 | 1,302 | 0.00% |
| C | 52 | 3,277 | 1.59% |
52 of the 55 disputed contracts had been graded C before they resolved. C-rated contracts were challenged at about 20 times the rate of A and B combined (relative risk 20.6x, 95% CI 6.4x to 65.8x). The separation holds within trading-volume quartiles (top quartile: A+B 0.22% vs C 4.94%), so the grade is not a proxy for market size. All three challenges to A-rated contracts failed. Pre-registered dispute definition, Wilson intervals, the volume control and the source-commitment cut are in docs/BACKTEST.md; the dataset is committed at data/backtest/ and every number reproduces with one command and no API key:
python3 scripts/backtest_stats.py data/backtest/dispute-labels-2026-07-23.csv
Polymarket and Kalshi publish market data that is useful for retail trading but not ingestion-ready for institutional research or risk. Three gaps a buyer hits immediately:
Institutions solving any of these gaps in-house end up with one-off parses that do not generalize. ClearMarket ships a normalized schema, an enrichment pipeline, and machine-readable specimens you can diff against.
Polymarket on the April 2026 Fed rate decision (1 of 4 directional markets):
{
"question": "Will the Fed decrease interest rates by 50+ bps after the April 2026 meeting?", "endDate": "2026-04-30T23:00:00Z", "resolutionSource": "", "volume": 1530000, "description": "This market will resolve 'Yes' if ... [rules embedded in prose]" }
Kalshi on the same Fed decision (1 of 11 strike markets):
{
"ticker": "KXFED-26APR-T3.25", "title": "Will the upper bound of the federal funds rate be above 3.25%...", "close_time": "2026-04-29T17:55:00Z", "rules_primary": "If the upper bound of the target federal funds rate... [prose]", "settlement_sources": [{"name": "Federal Reserve Board of Governors", "url": "..."}] }
Empty resolutionSource. Rules buried in prose. No catalyst calendar. And nothing telling you these are two of fifteen markets pricing the same Fed meeting.
{
"event_id": "CM-EVT-KXFED26APR", "slug": "kxfed-2026-apr", "question": "What will the Fed announce at the April 2026 FOMC meeting?", "category": "macro",
// events are single-venue; this is Kalshi's bundle of the decision "venues_covered": ["kalshi"],
// shared labels for searching across the universe "tags": ["macro", "fed-rate-decisions", "fomc", "monetary-policy"],
// real-world events that move the price "catalyst_dates": [ {"date": "2026-04-29", "type": "fomc", "label": "FOMC meeting Day 1"}, {"date": "2026-04-30", "type": "fomc", "label": "FOMC statement + press conference"} ],
"markets": [ { "market_id": "CM-MKT-KXFED26APR-T325", "question_id": "CMX-FED26APR-UB325", // the venue-independent question "rcg": {"grade": "A"}, "resolution": {"source": "Federal Reserve Board of Governors", "arbitration_model": "kalshi_staff"}, // the same question priced on the other venue "also_on": [{"venue": "polymarket", "market_id": "CM-MKT-0xA1B2", "price": 0.62}] } ],
"editorial_notes": "Kalshi prices this decision as eleven rate-level strike markets; Polymarket as four directional questions. They are separate single-venue events; ClearMarket links the matching questions across them by question_id (surfaced as also_on)." }
Two single-venue events — one Kalshi, one Polymarket — each graded, each on the FOMC catalyst calendar, with the Federal Reserve named as the source. The matching questions are linked across venues by a shared question_id, and each market's also_on surfaces its twin on the other venue with a live price.
Full record at samples/fed-apr-2026/specimen.json — a legacy combined-bundle specimen captured before the single-venue split; the live API now serves these as two single-venue events linked by question_id.
The live product (site, REST API, MCP, daily wire feed) serves the full live universe. This repo is the open schema + enrichment pipeline + reference specimens behind it:
events, markets, marks, resolution_log)enhance.py) that transforms raw Polymarket + Kalshi API pulls into ClearMarket-shaped records, with AI-drafted editorial enrichmentcftc-anprm/) — the cross-venue resolution-divergence analysis filed with the Commission (RIN 3038-AF65)All specimens validate against the JSON Schemas. All records carry per-field field_provenance flagging whether a value came from the platform API, ClearMarket editorial, a derived computation, an imputed proxy, or a known venue limitation.
| Specimen | Platforms | Events | Markets | What it demonstrates |
|---|---|---|---|---|
samples/iran/ | Polymarket | 9 | 9 | Thematic family (9 related questions, shared tag iran-conflict). UMA Optimistic Oracle with subjective resolution. Full 4-side CLOB prices for open markets; resolved_at timestamps for already-settled children. |
samples/fed-apr-2026/ | Polymarket + Kalshi | 1 | 15 | Legacy combined bundle (pre single-venue split): 4 UMA-resolved Polymarket directional markets + 11 staff-resolved Kalshi strike markets under one event_id. The live API now models these as two single-venue events linked by question_id. |
samples/netanyahu/ | Polymarket | 4 | 4 | Thematic family with deadline variants. Same subjective UMA pattern as Iran. |
samples/sp500-2026/ | Kalshi | 1 | 27 | Strike ladder. 27 binary markets resolving to one closing value. Editorial refinement of Kalshi's loose source naming ("for example, Google Finance") to the authoritative calculator (S&P Dow Jones Indices). |
| Total | 15 | 55 |
Open any samples/ /specimen.json for the full bundle. The top-level _meta.editorial_review_notes block lists every AI-drafted field and the rules that govern them.
ClearMarket is the independent enrichment layer above those feeds. It parses what the platforms don't publish in structured form: canonical questions, authoritative data sources, parsed resolution structures, cross-platform linkage, thematic families, and per-field provenance.
Two products sit on top of the same schema (a third is on the roadmap):
| Product | What it does | Buyer |
|---|---|---|
| CM Data (live) | The reference layer: grade resolution clarity (RCG A/B/C), name resolution sources, link the same claim across venues, per-field provenance. Markit-shape, licensable. | Data distributors (Bloomberg, ICE, Tradeweb, VettaFi), research/risk desks, AI agents. |
| CM Signal (live) | Daily wire feed on top of CM Data — news-cycle, volume-spike, cross-venue divergence, and benchmark-drift bulletins, published to web + JSON + MCP. | Analysts and desks tracking prediction-market-implied signal. |
| Rate (roadmap) | Quantify dispute risk via historical UMA patterns. Requires UMA subgraph reader. | Swap desks pricing tail risk, middle-office counterparties sizing collateral. |
Three steps. The first two are deterministic Python; the third is the editorial layer that platforms do not ship.
┌────────────────────────────────────────────────────────────────┐
│ 1. INGESTION (
Only the beginning is shown; read the rest in the repo