AI agent tool reliability // full index

Tools

search_recipes s39n/paprika-mcp-python-server — Search by text across all recipe fields
create_recipe s39n/paprika-mcp-python-server — Create new recipes with auto-generated images (default)
update_recipe s39n/paprika-mcp-python-server — Update any fields while preserving the rest
read_recipe s39n/paprika-mcp-python-server — Get complete details for a single recipe
leaderboard rozkoduj-mcp — Get the strategy leaderboard: published, backtested strategies, ranked. Sort by score or APY, filter by family or instrument symbol.
strategy rozkoduj-mcp — Get one strategy's full dossier: metrics, risk mode, parameters, and backtest summary.
instrument rozkoduj-mcp — Get the catalog of covered markets, or one instrument's dossier: buy-and-hold facts and six-axis character fingerprint.
research rozkoduj-mcp — Search across the research: articles plus, on paid tiers, deeper knowledge base. Returns cited passages.
impact cqs — Shows what breaks if you change a function.
trace cqs — Follows call chains.
onboard cqs — Provides onboarding context for a codebase area.
context cqs — Assembles context for a given function or symbol.
search cqs — Semantic search for code by concept, with optional filters and composite results including caller/test counts.
gather cqs — Assembles relevant context via search + call graph BFS.
deps cqs — Maps type relationships.
explain cqs — Explains a function or code element.
scout cqs — Reports caller count and test count for a function.
mail_reply PilarJ/mcp-mail — Reply to an email.
mail_save_draft PilarJ/mcp-mail — Save a draft email.
mail_send PilarJ/mcp-mail — Send an email.
mail_list_allowed_recipients PilarJ/mcp-mail — List allowed recipients for sending.
mail_list_folders PilarJ/mcp-mail — List available mail folders.
mail_sent_log PilarJ/mcp-mail — Get log of sent emails.
mail_list PilarJ/mcp-mail — List emails in a folder.
mail_search PilarJ/mcp-mail — Search emails by criteria.
mail_get PilarJ/mcp-mail — Get a specific email.
mail_get_thread PilarJ/mcp-mail — Get email thread.
mail_get_attachment PilarJ/mcp-mail — Get an attachment from an email.
mail_mark PilarJ/mcp-mail — Mark email with a flag.
mail_move PilarJ/mcp-mail — Move email to a folder.
mail_status PilarJ/mcp-mail — Get mailbox status and diagnostics.
list_attack_categories Xiangyu-Li97/prompt-injection-mcp — 浏览所有测试类别
get_payload_by_id Xiangyu-Li97/prompt-injection-mcp — 精确获取单个测试用例
run_test_sequence Xiangyu-Li97/prompt-injection-mcp — 执行预定义测试流程
generate_custom_payload Xiangyu-Li97/prompt-injection-mcp — 基于模板生成自定义测试用例
analyze_response Xiangyu-Li97/prompt-injection-mcp — 智能分析系统响应
search_payloads Xiangyu-Li97/prompt-injection-mcp — 关键词搜索测试用例
get_payloads_by_category Xiangyu-Li97/prompt-injection-mcp — 获取特定类别的测试用例
generate_report Xiangyu-Li97/prompt-injection-mcp — 生成专业测试报告
track_decision sagrada-mcp — Track a single design decision (auto-classifies as assert / refine / revise)
track_from_text sagrada-mcp — Extract and track decisions from free text
ingest_text sagrada-mcp — Ingest free text — auto-extracts claims, flags contradictions per claim
retract_decision sagrada-mcp — Retract a previously tracked decision
preflight_action sagrada-mcp — Check a proposed tool call against the repo's typed beliefs; returns ALLOW or HALT with a signed receipt
list_beliefs sagrada-mcp — What the gate currently enforces, and which beliefs are HALT-eligible
query_decision sagrada-mcp — Look up a tracked decision by term
search_decisions sagrada-mcp — Search decisions by term or definition
get_decision_history sagrada-mcp — Evolution history of a decision (or all)
get_reasoning_status sagrada-mcp — Full reasoning state summary
check_coherence sagrada-mcp — Report contradictions and coherence score
verify_receipt sagrada-mcp — Re-verify a receipt: signature, recomputed verdict, and whether the signer is this repo's operator
check_consistency sagrada-mcp — Read-only check whether new text contradicts existing knowledge (needs the optional ML battery for NLI)
verify_chain sagrada-mcp — Verify cryptographic integrity of the reasoning chain
what_changed sagrada-mcp — Prose summary of tracker-state changes since a record index (not a diff: each bucket
get_dividends sahmk-mcp — Dividend history and yield data (Starter+ plan)
companies_list sahmk-mcp — Company directory/symbol discovery with pagination
get_market_movers sahmk-mcp — Top movers by gainers, losers, volume, or value
get_quote sahmk-mcp — Snapshot for one stock identifier (symbol, name, or alias)
get_sectors sahmk-mcp — Sector performance snapshot
get_company sahmk-mcp — Company profile and fundamentals
get_financials sahmk-mcp — Financial statements (Starter+ plan)
get_ratios sahmk-mcp — Calculated financial ratios (Starter/Pro features vary)
get_depth sahmk-mcp — Order-book depth (bid/ask ladder, spread, imbalance) (entitlement-gated)
get_trades sahmk-mcp — Recent live trade prints / tape (Pro+ plan)
get_events sahmk-mcp — AI-generated stock event summaries (Pro+ plan)
get_historical sahmk-mcp — Historical OHLCV data
compare_symbols sahmk-mcp — Multi-symbol normalized ratio/metrics comparison (Starter/Pro limits vary)
get_quotes sahmk-mcp — Compare multiple stock identifiers in one call
get_market_summary sahmk-mcp — Summary for TASI or NOMU
secret_catalog sandbroker-mcp — List the item references available in a vault. Returns item ids + titles only, never a value.
secret_invoke sandbroker-mcp — Run a pinned verb that USES a secret and return the typed OUTCOME (ok/error), never the value or the operation's output.
sarvam_identify_language sarvam-mcp — Language and script detection
sarvam_pronunciation_get sarvam-mcp — Get a pronunciation dictionary
sarvam_pronunciation_create sarvam-mcp — Create a pronunciation dictionary
sarvam_stt_transcribe sarvam-mcp — Audio file to transcript (5 modes)
sarvam_tts_speak sarvam-mcp — Text to audio file
sarvam_translate sarvam-mcp — Cross-language text translate
sarvam_transliterate sarvam-mcp — Script conversion
sarvam_text_analytics sarvam-mcp — Typed Q&A over text
sarvam_llm_complete sarvam-mcp — Chat completions
sarvam_pronunciation_delete sarvam-mcp — Delete a pronunciation dictionary
sarvam_vision_extract sarvam-mcp — Document Intelligence extraction
sarvam_vision_job_status sarvam-mcp — Poll Document Intelligence job
sarvam_pronunciation_list sarvam-mcp — List pronunciation dictionaries
sarvam_tts_stream sarvam-mcp — Text to streamed audio
dataset_search com.attestvio/attestvio-sheets — rows matching a text query
dataset_row com.attestvio/attestvio-sheets — the row(s) where a column equals a value
dataset_compare com.attestvio/attestvio-sheets — rows side by side, for 'X vs Y'
dataset_stats com.attestvio/attestvio-sheets — count, min, max, mean, median, sum of a numeric column
dataset_top com.attestvio/attestvio-sheets — the highest or lowest rows by a numeric column
dataset_columns com.attestvio/attestvio-sheets — the schema: columns, which are numeric, row count, provenance
dataset_provenance com.attestvio/attestvio-sheets — the source, computed date, licence and citation
google_shopping scraperapi-mcp-server — Parsed Google Shopping product results
google_search scraperapi-mcp-server — Parsed Google Search (SERP) results
scrape scraperapi-mcp-server — Scrape any web page or image, bypassing anti-bot protection
google_news scraperapi-mcp-server — Parsed Google News results
google_jobs scraperapi-mcp-server — Parsed Google Jobs listings
list_jobs scrapy-mcp-official — Discover attachable live crawls (job id, spider, project, pid), each with a health verdict from its /status endpoint. Unhealthy jobs are lis
status scrapy-mcp-official — Check that a crawl is alive and responsive, and report what it's running (spider, project, Scrapy version, pid, uptime).
inspection_reference scrapy-mcp-official — A Scrapy-internals cheat sheet the agent reads before inspecting: object graph, common stats names, scheduler queues, and risky patterns to

AI agent tool reliability // full index

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