Skip to main content
Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
TENSORFEED_TOKENNoToken to enable paid tools. Buy credits at tensorfeed.ai/developers/agent-payments

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_ai_newsA

Get the latest AI news articles from TensorFeed.ai. Aggregates from 15+ sources including Anthropic, OpenAI, Google, TechCrunch, The Verge, arXiv, and more.

get_ai_statusA

Get real-time operational status of major AI services (Claude, OpenAI, Gemini, Mistral, Cohere, Replicate, Hugging Face).

is_service_downB

Check if a specific AI service is currently down or experiencing issues.

get_model_pricingA

Get AI model pricing comparison across all major providers (Anthropic, OpenAI, Google, Meta, Mistral, Cohere). Prices per 1M tokens.

get_ai_todayB

Get a summary of what happened in AI today. Returns the top stories from the last 24 hours.

get_agent_activityA

Get live AI bot traffic on TensorFeed.ai. Returns today's bot hit count, the most recent 50 hits with bot name + endpoint + timestamp, and a derived top-bots breakdown. Useful when an agent wants to see which crawlers are pulling AI ecosystem data and how that distribution shifts. Free, no auth.

get_account_balanceA

Check the credit balance for the configured TensorFeed bearer token. Free, but requires TENSORFEED_TOKEN to be set.

get_account_usageA

Show per-endpoint usage for the configured TensorFeed token (last 100 calls aggregated). Free, but requires TENSORFEED_TOKEN.

premium_routingB

Get a ranked list of recommended AI models for a task with full score breakdown (quality, availability, cost, latency). Costs 1 credit.

pricing_seriesA

Daily price points for one AI model with min/max/delta summary. Default range = last 30 days, max 90 days. Costs 1 credit.

benchmark_seriesA

Score evolution for a single benchmark on one AI model. Costs 1 credit. Benchmark keys: swe_bench, mmlu_pro, gpqa_diamond, math, human_eval.

status_uptimeA

Daily uptime rollup for one provider with operational/degraded/down day counts and uptime % (degraded counts as half-credit). Costs 1 credit.

premium_agents_directoryB

Enriched AI agents catalog joined with live status, recent news, agent traffic, flagship pricing, and a 0-100 trending_score. Costs 1 credit.

whats_newA

Agent morning brief: pricing changes, new/removed models, status incidents, and top news from the last 1-7 days. The tool to call when your agent boots up. Costs 1 credit.

compare_modelsA

Side-by-side comparison of 2-5 AI models. Returns pricing, benchmarks (normalized to a union of keys with null for missing scores), provider status, and recent news per model, plus rankings (cheapest blended, most context, per-benchmark leaderboard). Costs 1 credit.

provider_deepdiveA

Everything about an AI provider in one call: live status, all models with pricing + tier + benchmark scores joined in, recent news mentions, and agent traffic. Costs 1 credit. Aggregation IS the value; doing this from free endpoints would take 4 round-trips.

cost_projectionA

Project the cost of a token-usage workload across 1-10 AI models. Returns daily/weekly/monthly/yearly totals per model and a ranking by cheapest monthly. Costs 1 credit.

news_searchA

Full-text search over the TensorFeed news article corpus with optional date range, provider, and category filters. Relevance scoring with recency boost. Costs 1 credit.

list_watchesA

List the active webhook watches owned by the configured TensorFeed token. Free, requires TENSORFEED_TOKEN.

create_price_watchA

Register a webhook watch on a model price change. Costs 1 credit. Watch lives 90 days. Each fire is an HMAC-signed POST to callback_url.

create_status_watchA

Register a webhook watch on a service status transition (e.g. anthropic becomes down). Costs 1 credit. Watch lives 90 days.

create_digest_watchA

Register a scheduled digest webhook that fires daily or weekly with a curated summary of pricing changes (regardless of whether anything dramatic happened). Costs 1 credit. Watch lives 90 days. Set-and-forget for agents that want a periodic snapshot without subscribing to realtime transitions.

delete_watchA

Delete one of your active webhook watches by id. Free, requires TENSORFEED_TOKEN.

mcp_registry_snapshotA

Today's summary of the official Model Context Protocol server registry. Returns total servers, by-status breakdown, top namespaces, and 1-day deltas (newly added, reactivated, deprecated). Captured daily at 9:30 AM UTC from registry.modelcontextprotocol.io. Useful when an agent wants to see how the MCP ecosystem is growing or detect freshly-deprecated servers it may be using. Free, no auth.

mcp_registry_seriesA

Multi-day series of MCP server registry growth and churn. Returns per-day total servers, active count, and daily added/removed counts across the requested window. The registry itself is open data, but a 30/90-day trend requires daily capture started weeks ago, which TensorFeed has been running. Costs 1 credit.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/RipperMercs/tensorfeed'

If you have feedback or need assistance with the MCP directory API, please join our Discord server