Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
bitfence Risk Oracle
Overview
Description from the maker (original English)
Pre-transaction token risk checks for autonomous agents on six chains. Read-only; paid via x402.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://api.bitfence.ai/mcpRun this in your terminal
claude mcp add --transport http bitfence https://api.bitfence.ai/mcpOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"bitfence": {
"url": "https://api.bitfence.ai/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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"bitfence": {
"type": "http",
"url": "https://api.bitfence.ai/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:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://api.bitfence.ai/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.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
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 6, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account bitfenceai, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32520 servers in this category
- Published to the registry more recently than 19% of the other 32520 servers in this category
- Basic checks equal to or better than 100% of the other 32520 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is bitfence Risk Oracle safe?
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.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
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.
Is it still maintained?
The GitHub repo last changed –, and the latest version (0.7.7) reached the registry 4 months ago.
Which apps can use it?
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.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, Toggl 2.0
Alternatives
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
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Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud★ 211Updated yesterday
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Install
README from the maker
Open the README
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.
bitfence
The risk layer agents can't skip.
bitfence is a pre-transaction token risk oracle for autonomous AI agents operating on Solana, Base, Ethereum, Arbitrum, BSC, and HyperEVM. Before an agent swaps, transfers, or interacts with a token, bitfence returns a structured risk assessment in under a second: a composite score, confidence value, action recommendation, and any active circuit-breaker flags.
- Live on Solana, Base, Ethereum, Arbitrum, BSC, and HyperEVM
- HTTP API · MCP server · Rig (Rust) — Coinbase AgentKit coming soon
- $0.10 per risk query in USDC on Base via x402 — no API keys
🔗 bitfence.ai · 📄 Whitepaper · 𝕏 @bitfenceai
Why this exists
Autonomous agents now hold keys, read mandates, and broadcast transactions without a human in the loop. The agent frameworks shipping today expose swap and transfer actions with no systematic pre-transaction safety check. The risk-assessment tooling that exists was built for a human reading a wallet pop-up — not a machine routing on structured fields.
bitfence fills the gap: a pre-intent token risk layer designed for machine consumption. Neutral, transparent, agent-native, per-call priced. It is complementary to existing wallet-grade tools, not competitive with them.
What it scores
Risk is decomposed into six categories — each a distinct mechanism by which a holder's position is destroyed — and assembled into a 0–100 composite with maturity-aware scoring and structured circuit-breaker overrides.
| Category | What it covers |
|---|---|
| Exit Integrity | Honeypot behaviour (measured by bitfence's own transaction simulation on EVM chains), sell/transfer taxes and their modifiability, freeze authority, transfer blocking |
| Supply Integrity | Mint authority, hidden ownership, owner-editable balances, permanent delegates, upgradeable proxies, selfdestruct, metadata mutability |
| Liquidity Integrity | LP lock and burn status, unlock schedule, pool depth, deployer-held LP, pool age |
| Holder & Insider Risk | Top-holder share, deployer share, holder count, sniper/insider/bundler cohorts, holder wallet ages |
| Provenance | Deployer track record, observed prior rugs, vendor scam verdicts, launchpad lifecycle, verification registries |
| Market Integrity | Wash-trade ratios, old-wallet flow share, price/volume divergence |
Circuit breakers override the composite: measured threats (honeypot, confiscatory sell tax, selfdestruct) block even trusted tokens; heuristic flags floor the score for any token outside the curated trusted-token registry. The reported confidence value reflects only the data sources actually consulted, with cross-source disagreements excluded.
The full methodology is in the whitepaper.
Integration surfaces
The same scoring engine is exposed through four interfaces. Each returns the same RiskAssessment structure.
- HTTP/JSON API — for any caller that speaks HTTP
- MCP server — for tool-calling LLM agents (Claude Desktop, MCP-enabled IDEs)
- Coinbase AgentKit — ActionProvider coming soon
- Rig (Rust) — typed in-process tool binding for Rust-native agents
For integration details, contact info@bitfence.ai.
Pricing and access
- $0.10 per risk query, $0.20 per contextual query in USDC on Base via x402
- Implemented against the Coinbase CDP facilitator
- No accounts, no API keys, no signups
- Listed on the Coinbase x402 Bazaar
Open-source posture
Documentation, whitepaper, and integration surfaces are open under Apache 2.0. The scoring engine source remains closed for security reasons: publishing exact circuit-breaker thresholds, signal weights, and maturity logic would let adversarial token deployers engineer tokens that sit immediately below the trigger points, defeating the protection bitfence provides to agents downstream. This trade-off is discussed in the whitepaper.
A publishable methodology document — one useful to other Ethereum security teams without exposing trigger logic to deployers — is in active development.
Security
See SECURITY.md for vulnerability disclosure.
License
Apache License 2.0