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verified live · 27h ago
tools-for-agents
Decision Layer for AI Agents — 58+ tools, Advisor, MCP. Free key: POST /v1/register {}.
Tools
106
GitHub stars
2
Installs / wk
—
Licence
—
Transport
streamable-http
Last checked
27h ago
Tools & capabilities
106 toolsRead from the running server on 27h ago.
advisor
goal*optimizer
Agent Advisor — workflow + cost estimate (free). Agent Advisor — workflow + cost estimate (free).
agent_research
query*max_sources
Research: search → extract → summarize. Research: search → extract → summarize.
base64_decode
encoded*
Decode base64 to text Decode base64 to text
base64_encode
text*
Encode text to base64 Encode text to base64
batch_extract
urls*webhook
Batch extract URLs (async). Batch extract URLs (async).
browser_interact
url*steps*timeout
Playwright browser automation. Playwright browser automation.
cache_url
url*
Cached extract (0 units on hit). Cached extract (0 units on hit).
chunk_text
text*overlapchunk_size
Split text into RAG chunks. Split text into RAG chunks.
compare_texts
url_aurl_btext_atext_b
Compare two texts or URLs. Compare two texts or URLs.
content_hash
text*algorithm
Content fingerprint sha256/md5 Content fingerprint sha256/md5
crawl
url*max_pages
Crawl site (async). Crawl site (async).
crp_feedback
outcome*cost_usdlatency_msexecutor_id*capability_id*resolution_id*
CRP post-execution feedback — improves discovery ranking (free). CRP post-execution feedback — improves discovery ranking (free).
crp_resolve
goal*inputscapability
Quality Capability Discovery — resolve goal to ranked routes + invocation JSON (free). Quality Capability Discovery — resolve goal to ranked routes + invocation JSON (free).
crypto_invoke
paramsoperation*
Cryptographic operations (BIP39, wallets, signatures, hashes). Cryptographic operations (BIP39, wallets, signatures, hashes).
csv_parse
text*delimiterhas_header
Parse CSV/TSV into rows and records Parse CSV/TSV into rows and records
dedupe_text
texts*threshold
Remove near-duplicate passages Remove near-duplicate passages
diff_url
url*
Compare cached vs live page. Compare cached vs live page.
dns_lookup
domain*record_type
DNS A/MX/TXT lookup DNS A/MX/TXT lookup
dry_run
url*
Probe URL before extract (free). Probe URL before extract (free).
embed_text
text*model
Generate text embeddings. Generate text embeddings.
entity_extract
text*
Extract emails, URLs, phones, dates Extract emails, URLs, phones, dates
estimate_cost
texttool*count
Estimate API units (free). Estimate API units (free).
extract_emails
text*
Extract email addresses Extract email addresses
extract_json
url*
Structured JSON from URL. Structured JSON from URL.
extract_links
url*same_host
List links from page. List links from page.
extract_outline
url*max_headings
Page outline H1–H3 + word_count. Page outline H1–H3 + word_count.
extract_pdf
url*
Extract text from a PDF URL. Extract text from a PDF URL.
extract_phones
text*
Extract phone numbers Extract phone numbers
extract_query
url*query*
Answer a question using page content. Answer a question using page content.
extract_schema
url*
Structured fields from JSON-LD. Structured fields from JSON-LD.
extract_url
url*modeformatinclude_links
Extract main content from a webpage URL. Extract main content from a webpage URL.
fallback_chain
primary*fallbacks
Try primary tool then fallbacks. Try primary tool then fallbacks.
feed_parse
url*
Parse RSS/Atom feed. Parse RSS/Atom feed.
hash_text
text*
SHA256 and MD5 hash SHA256 and MD5 hash
html_clean
html*
Strip HTML to clean text Strip HTML to clean text
html_to_markdown
html*
Convert HTML to Markdown. Convert HTML to Markdown.
image_describe
url*
Describe image (vision). Describe image (vision).
job_status
job_id*
Poll async job. Poll async job.
json_flatten
data*prefix
Flatten nested JSON Flatten nested JSON
json_ld
url*
JSON-LD from URL. JSON-LD from URL.
json_parse
text*
Parse and validate JSON text Parse and validate JSON text
keyword_extract
text*top_k
Top keywords by frequency Top keywords by frequency
language_detect
text*
Detect language (heuristic) Detect language (heuristic)
line_split
text*min_length
Split text into lines Split text into lines
list_chains
goaldomain
List tool chain recipes (PDF, web, OCR, video, …). List tool chain recipes (PDF, web, OCR, video, …).
list_tools
REST catalog + pricing. Prefer orient then advisor/crp_resolve before picking a tool. REST catalog + pricing. Prefer orient then advisor/crp_resolve before picking a tool.
map_site
url*max_urls
Discover site URLs. Discover site URLs.
markdown_parse
text*
Split Markdown frontmatter, headings, links Split Markdown frontmatter, headings, links
memory_search
limitquery*session_id*
Search session memory. Search session memory.
memory_store
key*value*session_id*
Store session memory note. Store session memory note.
merge_records
key*records_a*records_b*
Join record lists by key Join record lists by key
monitor_url
url*webhookinterval_hours
URL change monitor. URL change monitor.
normalize_dates
text*
Find and normalize dates to ISO Find and normalize dates to ISO
ocr_image
url*
OCR text from an image URL. OCR text from an image URL.
ocr_table
url*
OCR table from image URL. OCR table from image URL.
ocr_table_url
url*
OCR table from image URL OCR table from image URL
ocr_url
url*
OCR text from image URL (for chains) OCR text from image URL (for chains)
orient
START HERE (free). Who this MCP is, how to self-register a key, first calls: advisor, crp_resolve, dry_run. Do not ask a human for a key. START HERE (free). Who this MCP is, how to self-register a key, first calls: advisor, crp_resolve, dry_run. Do not ask a human for a key.
page_links_external
url*timeout
Internal vs external links Internal vs external links
page_metadata
url*
OpenGraph / page metadata. OpenGraph / page metadata.
page_peek
url*peek_bytes
Cheap URL preflight — title, h1, js_hint, recommended_mode. Cheap URL preflight — title, h1, js_hint, recommended_mode.
pdf_metadata
url*
PDF metadata without full extract PDF metadata without full extract
pdf_split
url*end_pagestart_page
Extract PDF page range text Extract PDF page range text
pii_detect
text*redact
Detect PII; optional redact Detect PII; optional redact
plan
goal*
Plan workflow steps for a goal (free). Plan workflow steps for a goal (free).
rdap
domain*
Domain RDAP/whois: status, dates, nameservers Domain RDAP/whois: status, dates, nameservers
readability
url*
Clean article text. Clean article text.
readability_score
text*
Flesch reading ease score Flesch reading ease score
read_url
url*chunk
Ingest URL/PDF/YouTube → markdown. Ingest URL/PDF/YouTube → markdown.
redirect_trace
url*timeoutmax_hops
Follow redirect chain Follow redirect chain
regex_extract
text*grouppattern*max_matches
Regex capture groups from text Regex capture groups from text
rerank_docs
query*documents*
Rerank documents by query relevance. Rerank documents by query relevance.
research_topic
query*max_results
Search + read with citations. Search + read with citations.
retrieve
query*top_kdocuments*
Semantic retrieval top-k. Semantic retrieval top-k.
robots_parse
url*timeout
Parse robots.txt rules Parse robots.txt rules
run_chain
inputschain_id*
Execute a named tool chain recipe. Execute a named tool chain recipe.
run_mission
goal*asynctemplate
Composite mission — goal in, full result out. Composite mission — goal in, full result out.
screenshot
url*full_page
Webpage screenshot PNG base64. Webpage screenshot PNG base64.
sentiment_score
text*
Lightweight sentiment polarity Lightweight sentiment polarity
seo_audit
url*timeout
SEO title/meta/H1 checklist SEO title/meta/H1 checklist
sitemap_parse
url*
Parse sitemap.xml URLs. Parse sitemap.xml URLs.
source_credibility
url*
Score source URL credibility. Score source URL credibility.
ssl_check
portdomain*
TLS certificate check TLS certificate check
summarize_text
text*max_sentences
Extractive summary. Extractive summary.
table_extract
url*
Extract HTML tables from URL. Extract HTML tables from URL.
text_diff
text_a*text_b*context_lines
Unified diff between two texts Unified diff between two texts
text_similarity
modeltexts*
Cosine similarity between texts. Cosine similarity between texts.
transcribe_audio
url*
Transcribe audio from URL (upload endpoint). Transcribe audio from URL (upload endpoint).
translate_text
text*source_langtarget_lang*
Translate text. Translate text.
truncate_context
text*max_tokenskeep_head_ratiopreserve_numbers
Trim text to token budget (head+tail). Trim text to token budget (head+tail).
url_normalize
url*
Normalize URL form Normalize URL form
validate_domain
domain*
Domain format + DNS check Domain format + DNS check
validate_email
email*
Validate email (syntax, MX, disposable). Validate email (syntax, MX, disposable).
validate_iban
iban*
Validate IBAN checksum Validate IBAN checksum
validate_ip
ip*
Validate IPv4/IPv6 Validate IPv4/IPv6
validate_phone
phone*default_region
Validate phone number. Validate phone number.
validate_url
url*
Check URL reachability. Check URL reachability.
validate_uuid
uuid*
Validate UUID format Validate UUID format
verify_fact
modeclaim*
Verify a factual claim. Verify a factual claim.
wayback
url*limit
Internet Archive snapshots for a URL (not in the model sandbox) Internet Archive snapshots for a URL (not in the model sandbox)
web_search
query*max_results
Web search (DuckDuckGo). Web search (DuckDuckGo).
word_stats
text*
Word, char, line counts Word, char, line counts
workflow_stateful
steps*
Run multi-step tool chain with $refs. Run multi-step tool chain with $refs.
x402_info
x402 wallet pricing and setup info (no auth). x402 wallet pricing and setup info (no auth).
xml_parse
tagtext*
Parse XML and extract tag values Parse XML and extract tag values
youtube_transcript
url*languages