Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
DNS_AID_BACKENDYou need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"dns-aid": {
"command": "uvx",
"args": [
"dns-aid"
],
"env": {
"DNS_AID_BACKEND": "your-value"
}
}
}
}Run this in your terminal
claude mcp add dns-aid --env DNS_AID_BACKEND=your-value -- uvx dns-aidFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"dns-aid": {
"command": "uvx",
"args": [
"dns-aid"
],
"env": {
"DNS_AID_BACKEND": "your-value"
}
}
}
}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": {
"dns-aid": {
"type": "stdio",
"command": "uvx",
"args": [
"dns-aid"
],
"env": {
"DNS_AID_BACKEND": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
DNS_AID_BACKEND envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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
The registry name was verified with the GitHub account dns-aid, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.28.1) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Apify MCP Server
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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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
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DNS-based Agent Identification and Discovery
Reference implementation for IETF draft-mozleywilliams-dnsop-dnsaid-02.
DNS-AID enables AI agents to discover each other via DNS, using the internet's existing naming infrastructure instead of centralized registries or hardcoded URLs.
The DNS-AID specification is being developed within the IETF: https://datatracker.ietf.org/doc/draft-mozleywilliams-dnsop-dnsaid/.
This repository provides a reference implementation.
This project does not define the specification. The IETF draft is authoritative.
This project focuses on implementation, tooling, and ecosystem activities.
Changes to protocol behavior should be discussed within the IETF.
New to DNS-AID? Start with the Getting Started Guide for install, first agent publication, and backend setup.
DNS-AID is a substrate. The library in this repository is sufficient on its own — it publishes and resolves agent records against any DNS provider, with no dependency on a particular directory, indexer, or telemetry backend.
When a search, indexing, or telemetry layer is useful, the SDK can point at any HTTP endpoint that implements the documented interfaces. Operators are encouraged to run their own — the indexer is a thin layer over the same DNS records this library publishes and discovers, and the SDK telemetry sink is configurable via DNS_AID_SDK_HTTP_PUSH_URL (off by default). Independent directory implementations exist across the ecosystem; DNS-AID is designed to remain interoperable with any of them rather than canonicalize a single one.
# Install from PyPI
pip install "dns-aid[cli,mcp]"
pip install "dns-aid[cli,mcp] @ git+https://github.com/dns-aid/dns-aid-core.git"
For backend-specific extras (route53, cloudflare, ns1, cloud_dns, infoblox, akamai-edgedns, ddns), see the Getting Started Guide.
import dns_aid
await dns_aid.publish( name="my-agent", domain="example.com", protocol="mcp", endpoint="agent.example.com", capabilities=["chat", "code-review"] )
agents = await dns_aid.discover("example.com") for agent in agents: print(f"{agent.name}: {agent.endpoint_url}")
agents = await dns_aid.discover("example.com", use_http_index=True)
result = await dns_aid.discover( "example.com", capabilities=["payment-processing"], auth_type="oauth2", realm="prod", require_signed=True, require_signature_algorithm=["ES256", "Ed25519"], )
result = await dns_aid.verify("my-agent.example.com") print(f"Security Score: {result.security_score}/100")
When the caller does not yet know which domain hosts the agent it wants, the SDK can query any directory backend that implements the search endpoint. The directory layer is opt-in convenience; the DNS substrate remains the authoritative trust gate.
from dns_aid.sdk import AgentClient, SDKConfig
config = SDKConfig(directory_api_url="https://your-directory.example.com")
async with AgentClient(config=config) as client: response = await client.search(q="payment processing", protocol="mcp") for r in response.results: print(r.agent.fqdn)
After the directory returns candidates, re-resolve each one through Path A and validate signatures / DNSSEC before invoking. This is the substrate-as-authority pattern: the directory provides ranking and discovery convenience, but never sits in the trust path between the caller and the agent.
async with AgentClient(config=config) as client:
response = await client.search(q="fraud detection") for candidate in response.results: verified = await dns_aid.discover( candidate.agent.domain, name=candidate.agent.name, require_signed=True, )
The SDK exposes additional filter parameters (capabilities, min_security_score, verified_only, etc.) for directories that compute and return those signals; see API Reference for the full surface. The semantics of those values are defined by whichever directory the caller has chosen — DNS-AID does not centralize them.
import dns_aid
result = await dns_aid.discover("example.com", protocol="mcp") agent = result.agents[0]
resp = await dns_aid.invoke(agent, method="tools/list") print(f"Latency: {resp.signal.invocation_latency_ms}ms") print(f"Status: {resp.signal.status}") print(f"Tools: {resp.data}")
ranked = await dns_aid.rank(result.agents, method="tools/list") for r in ranked: print(f"{r.agent_fqdn}: score={r.composite_score:.1f}")
OpenTelemetry (v0.23.0+): install dns-aid[otel] and set otel_enabled=True (or DNS_AID_SDK_OTEL_ENABLED=true) to emit spans + metrics per invoke and propagate W3C trace context to downstream agents. See docs/integrations/opentelemetry.md.
For advanced usage (connection reuse, OpenTelemetry export, pluggable telemetry sink):
from dns_aid.sdk import AgentClient, SDKConfig
config = SDKConfig( otel_enabled=True, # Export to any OpenTelemetry collector caller_id="my-app",
)
async with AgentClient(config=config) as client: resp = await client.invoke(agent, method="tools/call", arguments={...}) fqdns = [a.fqdn for a in agents] ranked = client.rank(fqdns) # Rank by the caller's own observed telemetry
If an external aggregator publishes community-wide rankings over HTTP, the SDK can fetch them via client.fetch_rankings(...); the endpoint is configured by the caller, not by the library.
For short-lived credentials (RFC 8693 token exchange, AWS STS assume-role, HashiCorp Vault dynamic secrets, HSM/KMS-backed signing keys), pass an opt-in async credential_provider callback to invoke(). The SDK awaits the callback lazily at invoke time with the target AgentRecord and uses the returned dict for auth resolution. Strictly additive — every existing call site continues to work without source change.
async def token_exchange_provider(agent: AgentRecord) -> dict[str, str]:
return {"token": await my_idp.exchange_token(subject_token, agent.fqdn)}
async with AgentClient(config=config) as client: resp = await client.invoke( agent, method="tools/list", credential_provider=token_exchange_provider, )
Precedence: auth_handler > credentials > credential_provider > no_auth. See docs/security-credentials.md for the per-handler security matrix, audit-trail flow, and the examples/integration_oauth2_token_exchange.py and examples/integration_aws_sts_assume_role.py canonical patterns.
# Publish an agent to DNS
dns-aid publish \ --name my-agent \ --domain example.com \ --protocol mcp \ --endpoint agent.example.com \ --capability chat \ --capability code-review
dns-aid publish \ --name billing \ --domain example.com \ --protocol mcp \ --endpoint mcp.example.com \ --capability billing --capability invoicing \ --transport streamable-http \ --auth-type bearer
dns-aid publish \ --name booking \ --domain example.com \ --protocol mcp \ --endpoint mcp.example.com \ --capability travel --capability booking \ --cap-uri https://mcp.example.com/.well-known/agent-cap.json \ --cap-sha256 dGVzdGhhc2g \ --bap "mcp/1,a2a/1" \
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