Auditreach

io.github.RudrenduPaulPublished by GitHub account RudrenduPaulv0.2.5Updated Oct 24, 2026

BYOK Reddit/YouTube research CLI with a tamper-evident audit log and an MCP server.

Overview

AI-generated overview

Local MCP server that lets an assistant search Reddit and YouTube through official APIs with your own keys and a tamper-evident audit log.

What you can do
Search Reddit and YouTube through their official APIs, with filters for subreddit, channel, date and result count, returning structured results or writing them to a JSON file. Check whether stored credentials for a platform are valid, without running a search. Verify the local hash-chained audit log and report whether any entry was edited, deleted or reordered. Credential setup and clearing are deliberately not exposed as tools.
When to use it
Useful when an assistant needs Reddit or YouTube research that stays on official APIs and leaves a verifiable record of what was queried and under which consent basis, for example for compliance-sensitive reports. Less suited to broad multi-platform scraping or to anyone unwilling to obtain their own API credentials.
Requirements
Runs locally over stdio, launched with npx or uvx from the auditreach-cli package (Node.js or Python respectively). Needs your own Reddit script-app credentials (client ID, client secret, username, password) or a YouTube Data API key, set up first through the local CLI; credentials are stored in the OS keychain. Network access to the platform APIs, subject to their rate limits and quotas.
Before you install
The assistant can run searches that consume your Reddit rate limit and YouTube daily quota, and each search writes results and audit-log files to disk. Credentials are entered through the CLI, not the MCP server, and are kept in the OS keychain; the Python package also offers an environment-variable credential path. The audit log records query details locally, and the consent basis it records is not a legal determination.

Installation

In SourceWeft

  1. Open Auditreach in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

auditreach

[CI] [npm version] [PyPI version] [License: Apache 2.0] [Node]

Install • What it does • Getting started • Commands • Security • FAQ

Research Reddit and YouTube from your AI agent using only official APIs, your own keys, and a log that proves exactly what you queried and why it was allowed.

[auditreach demo: running --help and a first-run auth --verify check with no credentials configured yet]

Install

auditreach ships as two independent, equally first-class packages: an npm package (this repo, JavaScript/TypeScript) and a PyPI package (python/, Python). Both implement the same hash-chain algorithm and BYOK model against the same official Reddit/YouTube APIs. Pick whichever fits your toolchain, or install both.

npm:

sh
npx auditreach-cli search --platform reddit --query "your query"

Or install it globally:

sh
npm install -g auditreach-cliauditreach search --platform reddit --query "your query"

pip:

sh
pip install auditreach-cliauditreach search --platform reddit --query "your query"

See python/README.md for Python-specific usage, including this distribution's added env-var BYOK credential path (useful for headless CI/agent sandboxes) -- the npm package stores credentials in the OS keychain only.

Building from source works the same way, if you want to read or modify the code first:

sh
git clone https://github.com/RudrenduPaul/auditreach.gitcd auditreachnpm installnpm run buildnode dist/cli.js search --platform reddit --query "your query"

What it does

node dist/cli.js search --platform reddit --query "agent memory poisoning" --subreddit MachineLearning
AuditReach -- Official-API Research CLIPlatform: Reddit  |  Auth: OAuth script-app grant, read-only, public-subreddit scope
Fetching... (official API, rate-limit aware)✓ 14 results returned (Reddit API Terms -- public content, official API, read-only script-app credentials)
RESULTS (14)[1] "How are people testing for memory poisoning in long-running agents?"    u/some_researcher · 2026-07-05T14:22:00.000Z    https://reddit.com/r/MachineLearning/comments/......
Audit log entry written: ar_2026-07-12_9f3c2aConsent basis: Reddit API Terms -- public content, official API, read-only script-app credentialsFull results: ./auditreach-results-2026-07-12.jsonFull audit trail: ./auditreach.log.jsonl

Every entry in auditreach.log.jsonl is hash-chained -- each entry's hash is computed from its own content, and the next entry references it. Editing, deleting, or reordering an entry breaks the chain:

$ node dist/cli.js verify-logVerifying ./auditreach.log.jsonl...✓ Chain intact: 14 entries, no gaps, no tampering detected.
# after someone hand-edits a line in the log file:$ node dist/cli.js verify-logVerifying ./auditreach.log.jsonl...✗ Chain broken at entry 3 (ar_2026-07-12_9f3c2a): entry ar_2026-07-12_9f3c2a hash does not  match its own content -- entry was edited after being written

[auditreach demo: hand-editing an entry in auditreach.log.jsonl, then running verify-log and watching it catch the broken hash chain]

How it compares

auditreachAgent-Reachsnoowrap
Access modelOfficial API only, BYO-keyCookie/session import, "zero API fees"Official API, BYO-key
Platform coverageReddit, YouTubeTwitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShuReddit only
Consent/audit logHash-chained, per-query, localNoneNone
Maintenance statusActive (this release)Active, 65k+ starsArchived since Feb 2023
LicenseApache 2.0MITMIT
Runtime deps (Reddit client)0 -- native fetchn/a (Python, browser-session based)request, request-promise, ws (all deprecated)

Numbers measured directly against each repo's public GitHub metadata and, for the dependency comparison, against snoowrap's own published package.json as of this writing -- reproducible by anyone with gh api repos/<owner>/<repo>.

We started building auditreach's Reddit client on top of snoowrap, the most-used Reddit API wrapper in the Node ecosystem. Installing it pulls in request, request-promise, form-data, and har-validator -- a dependency chain that currently carries 2 CRITICAL, 2 HIGH, and 5 moderate severity advisories (9 total, per npm audit), none of which snoowrap can fix because the project has been archived since 2023. We rewrote the Reddit client as a direct fetch-based OAuth2 client against Reddit's own documented REST endpoints instead: same functionality, none of those CVEs, zero extra runtime dependencies for that client. See Security for auditreach's own current npm audit status.

Why auditreach exists

A consultancy we talked to had an AI research agent pulling social sentiment for a client report. It worked well until the client's legal team asked, in writing, what authority the data collection was under. The honest answer was "a browser cookie session," because the tool they were using authenticates by importing a logged-in session and scraping as if it were a real user. That works. It is also not an answer you can put in a compliance memo, and it is the exact pattern Reddit sued Anthropic and SerpApi over in 2025, and the same pattern that got Pushshift's public API access shut down by Reddit back in 2024.

Agent-Reach is not a bad tool. It has real traction (65k+ stars) because cookie-based scraping genuinely covers more ground than any official API does today, at zero API cost. But "covers more ground" and "an agency's client can pass a compliance review" are two different bars, and nothing was built specifically to clear the second one.

auditreach is the CLI we wished existed instead. It talks to Reddit and YouTube only through their official, documented APIs, using your own API keys -- never a shared pool -- and every single query writes a hash-chained entry to a local audit log: which platform, which endpoint, which scope, and a plain-language line explaining the consent/ToS basis for that specific call. No cookie import. No session-token reuse. No code path that could even pretend to be a logged-in human.

We are not trying to out-cover Agent-Reach's six platforms. auditreach is narrower on purpose, for the buyer who structurally can't use a cookie-based tool at all.

Getting started

1. Install: see Install above -- npx auditreach-cli, npm install -g auditreach-cli, or clone and build from source.

2. Set up credentials for the platform you want to search (BYO-key -- your own, never ours):

node dist/cli.js auth --platform reddit# Prompts for Client ID, Client secret, username, password.# Create a script-app at https://www.reddit.com/prefs/apps first.
node dist/cli.js auth --platform youtube# Prompts for an API key.# Create one at https://console.cloud.google.com/apis/credentials

All credentials are stored in your OS keychain (@napi-rs/keyring), never in a config file, never transmitted anywhere except the platform's own official auth endpoint. Once credentials are set, verify them without running a real search:

node dist/cli.js auth --platform reddit --verify

3. Search:

node dist/cli.js search --platform reddit --query "your query" --subreddit some_subredditnode dist/cli.js search --platform youtube --query "your query" --channel @SomeChannel

Honest note on setup time: getting your own API credentials from Reddit and Google takes a few minutes the first time -- this is slower than Agent-Reach's cookie-import flow (which just reuses a browser session you already have) by design. BYOK means the setup cost is real, not hidden.

Commands

auditreach has four subcommands. Every flag below is pulled directly from the CLI's own --help output, not from memory of what it used to support.

auditreach search

Search a platform using its official API only.

FlagDescription
--platform <platform>reddit | youtube (required)
--query <query>search query (required)
--subreddit <subreddit>restrict search to one subreddit (Reddit only)
--channel <handle>restrict search to one channel, e.g. @AnthropicAI (YouTube only)
--since <date>only results published after this date, e.g. 2026-06-01 (YouTube only)
--max-results <n>maximum results to return (default: 25; platform caps: 100 Reddit / 50 YouTube)
--before <fullname>page results before this Reddit fullname cursor, e.g. t3_abc123 (Reddit only)
--after <fullname>page results after this Reddit fullname cursor, e.g. t3_abc123 (Reddit only)
--output <path>write full results JSON to this path
--jsonprint structured JSON to stdout instead of human-readable output, for scripts and agent callers
node dist/cli.js search --platform reddit --query "agent memory poisoning" --subreddit MachineLearning --max-results 50node dist/cli.js search --platform reddit --query "agent memory poisoning" --json | jq '.results | length'

auditreach auth

Set up, verify, or clear BYOK credentials for a platform (stored in your OS keychain).

FlagDescription
--platform <platform>reddit | youtube (required)
--cleardelete stored credentials for this platform
--verifyverify stored credentials are valid without running a search (no results file, no audit-log entry)
--jsonwith --verify, print a structured JSON result instead of human-readable text
node dist/cli.js auth --platform reddit --verify

auditreach verify-log

Verify the local hash-chained audit log has not been tampered with.

FlagDescription
--path <path>path to the audit log file (defaults to ./auditreach.log.jsonl if omitted)
node dist/cli.js verify-log --path ./auditreach.log.jsonl

auditreach mcp

Run a Model Context Protocol server over stdio (built on the official @modelcontextprotocol/sdk), exposing exactly 3 tools so an AI agent can call this CLI directly instead of shelling out and parsing stdout:

ToolEquivalent toNotes
searchauditreach search --jsonSame parameters: platform, query, subreddit/channel, since, maxResults, before/after
auth_statusauditreach auth --platform <p> --verify --jsonRead-only. Checks whether stored credentials are valid -- cannot set or clear them
verify_logauditreach verify-log --jsonSame parameters: path
node dist/cli.js mcp# or, once published: npx auditreach-cli mcp

Add it to your MCP client's config (for Claude Desktop, claude_desktop_config.json). Either distribution works since both ship the same mcp subcommand:

json
{  "mcpServers": {    "auditreach": {      "command": "npx",      "args": ["-y", "auditreach-cli", "mcp"]    }  }}

or, from the PyPI package:

json
{  "mcpServers": {    "auditreach": {      "command": "uvx",      "args": ["--from", "auditreach-cli", "auditreach", "mcp"]    }  }}

Setting up or clearing BYOK credentials (auditreach auth --platform <p> / --clear) is deliberately not exposed over MCP -- that stays a local-CLI-only, human-driven action, so a calling agent can check whether credentials work but can never provision or wipe them itself. See .well-known/agent.json for the machine-readable manifest (auth requirements, tool schemas, invocation commands) that an agent or agent registry can read to discover this server without a human reading the README first.

[auditreach usage: sending a raw MCP initialize + tools/list JSON-RPC request over stdio to auditreach mcp and getting back the three registered tools]

Run auditreach <command> --help any time to see the exact flags your installed version supports.

Library API reference

auditreach-cli doubles as an importable library. Every export below comes straight from dist/index.d.ts in the published package.

ts
import {  RedditClient,  YoutubeClient,  getCredential,  setCredential,  deleteCredential,  getRedditCredentials,  getYoutubeCredentials,  appendAuditLogEntry,  getLastEntryHash,  computeEntryHash,  verifyAuditLogChain,  credentialFingerprint,  canonicalJson,  sha256Hex,  DEFAULT_AUDIT_LOG_PATH,  executeSearch,  SearchCommandError,  checkAuthStatus,  executeVerifyLog,  buildMcpServer,  runMcpServerCommand,} from "auditreach-cli";

Clients

  • new RedditClient(credentials: RedditCredentials) -- talks to Reddit's official OAuth API only, using the password grant ("script app" flow). .search(options: RedditSearchOptions): Promise<SearchOutcome>, .verifyCredentials(): Promise<void>.
  • new YoutubeClient(credentials: YoutubeCredentials) -- wraps the official YouTube Data API v3. .search(options: YoutubeSearchOptions): Promise<SearchOutcome>, .verifyCredentials(): Promise<void> (a 1-quota-unit call, no query needed).
ts
const credentials = getRedditCredentials();if (!credentials) throw new Error("run `auditreach auth --platform reddit` first");
const client = new RedditClient(credentials);const outcome = await client.search({  query: "agent memory poisoning",  subreddit: "MachineLearning",});

Credentials (setCredential / getCredential / deleteCredential / getRedditCredentials / getYoutubeCredentials) -- all credential I/O goes through this module. It's the one place allowed to touch a raw secret; values come back only to hand directly to a client's constructor, never to log or print.

Audit log

  • appendAuditLogEntry(entryWithoutHash: UnhashedAuditLogEntry, logPath?: string): Promise<AuditLogEntry> -- the only write path into the log; entries are never edited or deleted in place.
  • getLastEntryHash(logPath?: string): Promise<string | null>
  • computeEntryHash(entry: UnhashedAuditLogEntry): string
  • verifyAuditLogChain(logPath?: string): Promise<ChainVerificationResult> -- re-derives every entry's hash and checks the chain end to end.
  • DEFAULT_AUDIT_LOG_PATH -- "./auditreach.log.jsonl"
ts
const result = await verifyAuditLogChain();if (!result.valid) {  console.error(`Chain broken at entry ${result.brokenAtIndex}: ${result.reason}`);}

Crypto utilities

  • canonicalJson(value: unknown): string -- recursively sorts object keys so the same logical entry always serializes to the same bytes, which the hash chain depends on to verify deterministically.
  • sha256Hex(input: string): string
  • credentialFingerprint(secret: string): string -- keeps only the last 6 hex characters of a scrypt-derived hash (emitted in the audit log as scrypt:<6 hex>), enough to distinguish rotated keys in a local audit log, never enough to be a partial credential leak.

Command cores and MCP

  • executeSearch(args), checkAuthStatus(platform), executeVerifyLog(path?) -- the same programmatic cores the search / auth --verify / verify-log CLI commands and the MCP tools both call into; none of them write to console/stdout, so they're safe to call from any host, including one sharing stdout with an MCP transport.
  • SearchCommandError -- the error class executeSearch throws for an expected, user-actionable failure: no BYOK credentials stored yet for the target platform, or a Reddit search called without --query. Catch it specifically to distinguish "you called this wrong" from a real network/API failure.
  • buildMcpServer({ version }): McpServer -- constructs the MCP server (from @modelcontextprotocol/sdk) with the search / auth_status / verify_log tools registered, without starting a transport -- useful for testing or embedding in a larger MCP server.
  • runMcpServerCommand({ version }) -- what auditreach mcp runs: builds the server and connects it over stdio. Never returns while the server is running.

No generated API docs site exists yet (no TypeDoc build wired into CI) -- the exports above are the complete public surface. Check dist/index.d.ts in the published package for exact types.

The Python package (auditreach-cli on PyPI) exposes the same surface with snake_case names -- from auditreach import RedditClient, YoutubeClient, get_reddit_credentials, verify_audit_log_chain, ... -- see python/README.md for the full Python API reference.

Platform coverage

PlatformAPI usedStatusKnown constraint
RedditReddit API (OAuth2 password grant, direct REST)ShippedRate limits are generally workable for real research volumes
YouTubeYouTube Data API v3 (googleapis)ShippedQuota-based (10,000 units/day default), generally workable
X (Twitter)X API v2Not yet shippedX's official API pricing and post-volume caps have been widely reported as prohibitive for small teams doing meaningful research since the 2023 pricing changes. Deferred until a real user needs it enough to fund working around that constraint -- shipping it half-working would undercut the entire "honest about what official APIs can and can't do" premise this tool is built on.

Result limits

--max-results <n> controls how many items a single search call returns. Leave it off and auditreach silently applies a default of 25 -- the same shape of surprise PRAW's get_comments() had for years (praw#119): a caller who does not already know to pass the flag gets a quietly truncated result set.

[!NOTE] A search that returns exactly the applied limit (25 by default, or your --max-results value) may not be the full result set. auditreach prints a stderr warning when this happens, but scripts that only parse stdout/--json output won't see it -- check for the warning or pass an explicit --max-results if completeness matters.

PlatformDefault (flag omitted)Maximum (--max-results)
Reddit25100
YouTube2550

Values above the cap are silently clamped to it. For Reddit, --before/--after let you page through a search's result set using the real cursor Reddit's own response returns, up to Reddit's own ~1,000-item search cap (see Success stories for why cursor pagination alone can't go further than that); YouTube has no equivalent yet. Whenever the number of items returned equals the limit that was actually applied, whether that is the silent default or an explicit --max-results value, auditreach prints a warning to stderr telling you more results may exist and how to raise --max-results (up to the platform cap).

What is a "consent basis," honestly

The consent_basis field on every audit-log entry names the specific platform API terms and auth mechanism used for that query. It certifies that the request went through the platform's official, documented API surface under the credentials you supplied. It does not certify that your specific use case is legally sufficient for your jurisdiction or contract -- that determination is yours to make, informed by an accurate, complete, tamper-evident record of what actually happened.

Self-hosting / local-only by default

Nothing about auditreach requires a hosted account or server. Every command runs entirely on your machine; the audit log is a plain file you own. This is the same flow as Install above:

git clone https://github.com/RudrenduPaul/auditreach.gitcd auditreachnpm installnpm run buildnode dist/cli.js search --platform reddit --query "..."

Development

TypeScript (this package):

npm installnpm run lint          # ESLintnpm run format        # Prettier checknpm run typecheck     # tsc --noEmit --strictnpm run test:coverage # vitest, 91 tests, 95.1% statement coverage

Python (python/):

cd pythonpython3 -m venv .venv && source .venv/bin/activatepip install -e ".[dev]"pytest                # 95 tests

See CONTRIBUTING.md for the rules on adding a new platform client -- the short version: official API only, honest rate-limit disclosure, tests that mock the network boundary, never anything that reads or writes a raw credential outside src/auth/credential-store.ts (or python/src/auditreach/auth/credential_store.py on the Python side).

Security

See SECURITY.md for the vulnerability disclosure policy. A pre-launch OWASP/STRIDE review found zero CRITICAL/HIGH findings in auditreach's own code. ip-address and hono -- both pulled in transitively by the official @modelcontextprotocol/sdk dependency's HTTP-transport code, a path auditreach mcp never runs (it only ever starts the SDK's stdio transport, StdioServerTransport) -- previously carried advisories; package.json's overrides field now pins both to patched versions. As of this writing, npm audit --audit-level=high on a fresh install reports 0 vulnerabilities. GitHub secret scanning and push protection are enabled on this repo.

Success stories

Four real issues reported against praw-dev/praw -- PRAW, Reddit's official Python API wrapper, and the closest thing this project has to prior art -- root-caused against auditreach's own source and used to close genuine gaps in this tool before it had a single outside user. Each line below is tied to the actual report that prompted it.

  • praw#614 (@mananwason) -- asked how to page past Reddit's ~1,000-result search cap. The real fix is narrower than that: Reddit's own API returns no before/after cursor at all once you're past that cap, cursor-based paging or not -- confirmed directly in the issue thread. What search() actually does now is extract the real cursor from Reddit's response (SearchOutcome.nextCursor) and expose --before/--after flags so you can page through the results within a single search's capped result set, instead of only ever seeing the first page. Going past the 1,000-item cap itself needs cloudsearch timestamp-window re-querying, which isn't built yet.
  • praw#1939 (@Auditormadness9) -- hit an undiagnosed 400 error caused by a subreddit name that still carried a leading r/ prefix. Search errors now name that specific cause when it's the likely culprit: previously the CLI just returned a bare status code and left the guessing to you.
  • praw#984 (@MaxMatti) -- asked for a simple way to check whether Reddit bot credentials were still valid, without PRAW's confusing getMe()-recursion workaround. auditreach auth --platform reddit --verify does exactly that now: one lightweight check, no search required, nothing written to disk.
  • praw#119 (@nsp) -- hit PRAW's historic silent 25-result default, discoverable only by reading an unrelated base class's docstring; PRAW's own maintainer admitted he "wasn't sure the best way to make this clear." --help and this README now state the real default and per-platform caps, and a runtime warning fires whenever a search actually got truncated.

FAQ

What is auditreach, and what makes it different from other Reddit/YouTube research tools? It is a BYOK CLI (and MCP server) that talks to Reddit and YouTube only through their official, documented APIs, using your own API keys, and writes a hash-chained audit-log entry for every query -- platform, endpoint, scope, and the specific consent/ToS basis for that call. The differentiator is what it refuses to do: no cookie import, no shared-session scraping, no code path that pretends to be a logged-in human. See Why auditreach exists for the full reasoning and How it compares for the table against named alternatives.

What platforms and versions does auditreach run on? The npm package (auditreach-cli) requires Node.js 20 or newer (engines field in package.json). The PyPI package (also auditreach-cli) requires Python 3.10+ (requires-python in python/pyproject.toml), which also carries the Operating System :: OS Independent classifier. Credentials go into your OS keychain through @napi-rs/keyring (npm) or keyring (PyPI) instead of a config file, so there is no platform-specific setup beyond having Node or Python installed.

Does auditreach store my Reddit or YouTube credentials anywhere? No. Credentials go straight into your OS keychain through @napi-rs/keyring (src/auth/credential-store.ts). There is no config file, no environment variable, and no code path that writes a raw credential to disk.

How many results does a search return by default, and can I get more? 25, silently, unless you pass --max-results -- see Result limits. The hard cap is 100 for Reddit and 50 for YouTube. A stderr warning fires whenever a search actually hits the applied limit, whether that's the silent default or an explicit value you passed.

How do I check my credentials are still valid without running a real search? node dist/cli.js auth --platform reddit --verify (or --platform youtube). It performs the minimal authenticated check and reports pass or fail, with no --query needed, no results file written, and no audit-log entry appended.

Is the audit log actually tamper-evident, or just a log file? Tamper-evident: each entry's hash is computed from its own content and the next entry references it, so verify-log can point to the exact entry a hand-edit broke. See the demo under What it does.

What are auditreach's current limitations? Two worth knowing up front. First, X (Twitter) is not shipped -- X API v2's pricing and post-volume caps have been prohibitive for small teams doing real research since the 2023 changes; see Platform coverage. Second, Reddit paging: search() reads the real after/before cursor out of Reddit's own response and exposes --before/--after flags to page through a single search's result set, but that does not get you past Reddit's own ~1,000-item search cap -- see the praw#614 success story for what the fix covers and doesn't.

How does the MCP server mode work? auditreach mcp (npm) or pipx run auditreach-cli mcp (PyPI) starts a Model Context Protocol server over stdio, built on the official @modelcontextprotocol/sdk / mcp SDKs. It exposes exactly 3 tools -- search, auth_status (read-only, cannot set or clear credentials), and verify_log -- each a thin wrapper around the same programmatic core the CLI commands use, so nothing is reimplemented for the agent path. See auditreach mcp above for the full tool table and .well-known/agent.json for the machine-readable manifest an agent registry can read directly.

How does auditreach compare to Agent-Reach specifically? Agent-Reach covers more platforms (six, versus auditreach's two) by importing a logged-in browser session and scraping as that user, at zero API cost. auditreach only calls official, documented APIs with your own keys and writes a hash-chained consent/audit entry per query; it has no session-import code path at all. Neither approach is strictly better -- they're built for different buyers. See How it compares for the full side-by-side.

Is auditreach free to use commercially, and what does the license actually require? Yes. auditreach is Apache 2.0 (see LICENSE), which permits commercial use, modification, and redistribution, including as part of a closed-source product. The conditions are: include a copy of the license with anything you redistribute, mark any files you modified, and keep the existing copyright/attribution notices. It does not grant rights to auditreach's name or trademarks.

Contributing

See CONTRIBUTING.md for the rules on adding a new platform client. Short version: official API only, honest rate-limit disclosure, tests that mock the network boundary, never a code path that reads or writes a raw credential outside src/auth/credential-store.ts.

License

Apache 2.0. See LICENSE.

Source: README.md at commit 569faec

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.5LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts