Prism

MCP serverDev tools

Stateless MCP gateway and OTel span-streaming bridge for hosted MCP servers.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the prism info tool from Prism

Install Prism

The server’s own address, for the clients that take one directly. Or connect ahel onceand every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user prism 'https://prism-mcp.terradev.cloud/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://prism-mcp.terradev.cloud/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=prism&config=eyJ1cmwiOiJodHRwczovL3ByaXNtLW1jcC50ZXJyYWRldi5jbG91ZC9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://prism-mcp.terradev.cloud/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add prism --url 'https://prism-mcp.terradev.cloud/mcp'

    Run it once, then sign in with codex mcp login prism if the server asks for an account.

From the project's README

As published by terradev-cloud/prism in README.md.

Stateless MCP gateway. Sits between an AI client and an MCP server, relays JSON-RPC verbatim, and turns every call into an OpenTelemetry span — shipped over OTLP to any endpoint you choose. No database, no accounts, no provisioning. See docs/PRISM.md for the full spec.

Fastest path to a live dashboard: get a free key at telinea.terradev.cloud, set one destination, and every span appears in Telinea within seconds.

Run

pip install -r requirements.txt

# Zero-config dev: spans print to stdout.
PRISM_UPSTREAM_ALLOW='*' \
PRISM_ALLOW_INSECURE_HOSTS='localhost,127.0.0.1' \
uvicorn prism.main:app --port 8080

Where spans go

One pipeline, one egress primitive: PrismSpan → Serializer → Dispatcher. Prism knows four destination schemes and nothing about backends:

  • https:// / http:// — POST serialized spans to any OTLP endpoint. Grafana, Honeycomb, a collector, Telinea — read the backend's own docs for its endpoint and auth header, fill in two fields, done.
  • file:// — append JSONL to a local path. No account, no network.
  • stdout:// — human-readable lines for development.
  • multi://a,b — fan-out to named destinations; failures are isolated.

Configure in ~/.prism/config.toml (or ./prism.toml, or PRISM_CONFIG):

[prism]
destination = "telinea"

[destinations.telinea]
endpoint = "https://api.terradev.cloud/telinea/v1/ingest"
format = "telinea"
headers = { "Authorization" = "Bearer tl_your_key" }

Formats: otlp_json (default — the industry wire standard), otlp_proto (needs pip install opentelemetry-proto), jsonl, telinea (native envelope for Telinea ingest).

Every field has an env override — secrets never need to touch disk:

PRISM_DESTINATION=telinea
PRISM_DESTINATION_TELINEA_HEADERS_AUTHORIZATION="Bearer tl_..."

Hosted mode: "Authorization" = "Bearer {token}" resolves {token} to the caller's bearer per span — each user's spans land in their own account.

Delivery: buffered, flushed every 5 s or 512 spans; Retry-After honored on 429 for every backend; failed batches go to a dead-letter ring buffer (10k spans) retried on backoff; on shutdown, in-flight spans drain and the dead-letter buffer is written to ~/.prism/deadletter.jsonl and replayed on next start. Fire-and-forget — Prism never blocks a chat session on a flush.

Client config

The entire integration is a URL swap plus headers:

{
  "mcpServers": {
    "acme-prod": {
      "url": "https://prism-mcp.terradev.cloud/mcp",
      "headers": {
        "Authorization": "Bearer tln_live_…",
        "X-Prism-Upstream": "http://localhost:9000/mcp",
        "X-Prism-Project": "acme-prod",
        "X-Prism-Env": "development"
      }
    }
  }
}
  • X-Prism-Upstream — the real MCP server. Must match PRISM_UPSTREAM_ALLOW.
  • X-Prism-Upstream-Authorization — forwarded upstream as Authorization.
  • X-Prism-Capture — none (default) | args | args,results. Redacted.
  • X-Prism-Sample — 0.0–1.0, sampled once per session.

Header-less clients can encode the upstream in the path: POST /mcp/u/{base64url(upstream)}.

Registries (Smithery et al.)

Registry installs can't set custom headers — config arrives as query params. Every X-Prism-* option has a query-param twin:

/mcp?upstream=https://mcp.acme.dev/mcp&api_key=tln_live_…&project=acme&env=prod
  • upstream → X-Prism-Upstream (or set PRISM_DEFAULT_UPSTREAM for single-upstream deployments)
  • api_key / token → Authorization / X-Api-Key
  • upstream_authorization → X-Prism-Upstream-Authorization
  • project, env, role, capture, sample → their X-Prism-* twins

smithery.yaml in this directory is the registry manifest for the self-hosted container path; the hosted listing just points at https://prism-mcp.terradev.cloud/mcp.

What you get

One MCP session = one trace. One JSON-RPC request = one span. Tool failures surface correctly (result.isError → ERROR, not a green 200). With a Telinea destination, every Prism-fronted server also appears on the Telinea Gateway board via the endpoint attribute — p50/p95/p99, req/min, sparkline — with no backend changes.

Not built (by design)

  • No backend-specific serialization. If a backend needs a proprietary format, run an OpenTelemetry Collector and point Prism at it — that's what the Collector is for.
  • No query layer, storage, or UI. Prism emits; Telinea stores and visualizes.
  • Legacy HTTP+SSE transport (/sse + /messages, 2024-11-05 spec).
  • DNS-rebinding-safe IP pinning at the transport layer (see guard.py).

Tools it offers (3)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • prism_info
  • prism_ping
  • prism_help

Signals

Last commit
Sep 2026
Advanced
Delivery
prism MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-terradev-cloud-prism
Source
github.com/terradev-cloud/prism
Hosted endpoint
https://prism-mcp.terradev.cloud/mcp