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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,913measured
6,428proven reliable
Query Forge Being measured · 0% over 1 checks

Enterprise SQL query optimizer and performance analyzer.

MCP endpoint : https://query-forge-mcp.vercel.app/api/mcp · measurements and details
Search Query Length Not measured yet

Count characters in a search query. Query discarded.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/search-query-len/mcp · website · measurements and details
Query pair count, URL discarded Not measured yet

Query pair count, URL discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/query-pair-count/mcp · website · measurements and details
GraphQL operation count, query discarded Not measured yet

GraphQL operation count, query discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/graphql-ok/mcp · website · measurements and details
FeatQ Private (key required)

Feature-request board for software teams: users vote, your coding agent pulls top requests over MCP

MCP endpoint : https://featq.com/api/mcp · website · measurements and details
Kaito Query Service Being measured · 0% over 1 checks

AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review. USDC on Base.

MCP endpoint : https://us-central1-sand-gallery-lab.cloudfunctions.net/mcp · website · measurements and details
Drupal Code Query Being measured · 100% over 2 checks Real task being tested · 2/2

Drupal core API changes, contrib usage, upgrade checks, patches, code search, SQL, WordPal themes.

MCP endpoint : https://mcp.tresbien.tech/mcp · website · measurements and details
URL path segment count, query discarded Not measured yet

URL path segment count, query discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/url-path-ok/mcp · website · measurements and details
MCP1 Weather Query Not measured yet

Read-only current weather lookup by place name using Open-Meteo.

Package pypi : mcp-weather-query · website · measurements and details
OntoRamp Graph Query Private (key required)

Architecture-grounded query for AI agents. Governance constraints, evidence-linked answers.

MCP endpoint : https://ontoramp-graph-query.fly.dev/mcp · website · measurements and details
DB Query Guard MCP Being measured · 0% over 2 checks

Paid remote MCP for governed database query review, SQL simulation, approvals, and audits.

MCP endpoint : https://dbqueryguard.clauxel.com/mcp · website · measurements and details
Malaysia Invoices (LHDN MyInvois submit, query & cancel) Being measured · 0% over 2 checks

Malaysia LHDN MyInvois: AI agents submit, query and cancel e-invoices, stateless BYO.

MCP endpoint : https://inv-my.wishpool.app/mcp · website · measurements and details
Vietnam Invoices (MISA meInvoice create, publish & query) Being measured · 0% over 2 checks

Vietnam MISA meInvoice: AI agents create, publish and query e-invoices, stateless BYO.

MCP endpoint : https://inv-vn.wishpool.app/mcp · website · measurements and details
Korea Invoices (POPBiLL 전자세금계산서 issue, query & NTS transmit) Being measured · 0% over 2 checks

Korea POPBiLL e-tax-invoice: AI agents issue, query & transmit e-invoices, stateless BYO.

MCP endpoint : https://inv-kr.wishpool.app/mcp · website · measurements and details
FastMCP server for surgical queries against a vault knowledge graph (NetworkX no Not measured yet

FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…

Package mcpb : https://github.com/adelaidasofia/graph-query-mcp/releases/download/v0.1.0/graph-query-mcp.mcpb · website · measurements and details
Official Google Product Announcements — buy per-query in-session (googleblogwatch) Reliable (measured) · 96% over 26 checks Does the job (tested) · 25/25

Official Google product launches. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/googleblogwatch-official-google-product-announcements-releases-a7837c/http · website · measurements and details
Debian Security Advisories — buy per-query in-session (debianwatch) Being measured · 50% over 2 checks Real task being tested · 1/1

Debian Security Advisories (DSA). $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/debian-security-advisories-05eb6d/http · website · measurements and details
GitHub Platform Changelog — buy per-query in-session (githubchangelog) Flaky · 75% over 8 checks Does the job (tested) · 6/6

GitHub platform changelog feed. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/githubchangelog-github-platform-changelog-copilot-actions-security-change-394959/http · website · measurements and details
letin: Power Query (M) Not measured yet

Inspect, refactor, lint, run and version Power Query (M) in Excel workbooks and Power BI projects.

Package pypi : letin · website · measurements and details
Prediction Market News — buy per-query in-session (pmnews) Being measured · 50% over 2 checks Real task being tested · 1/1

Prediction-market news, $0.01/query. Register and buy inside this MCP session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/pmnews-prediction-market-news-index-cbfb9d/http · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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