AI agent tool reliability // full index

Tools

pin_message diocata/discord-bot-mcp — Pin a message
list_webhooks diocata/discord-bot-mcp — List webhooks
query_audit_log diocata/discord-bot-mcp — Query audit log
raw_discord_request diocata/discord-bot-mcp — Make a raw Discord REST request
list_appointments DetonaRapha/mcp-health-server — List appointments in an optional date range.
search_patients DetonaRapha/mcp-health-server — Search synthetic patients by name or condition.
get_patient DetonaRapha/mcp-health-server — Return a patient's demographics and conditions.
book_appointment DetonaRapha/mcp-health-server — Book a new appointment. Consequential — host confirms.
resolve-library-id Prathmeshkunturwar/AI Context MCP — Maps natural language to a registry library ID.
query-docs Prathmeshkunturwar/AI Context MCP — Fetches version-pinned documentation snippets, semantically ranked using MiniLM-L6.
get-changelog-diff Prathmeshkunturwar/AI Context MCP — Extracts breaking changes and new features between two versions.
detect-project-versions Prathmeshkunturwar/AI Context MCP — Scans your local package.json or requirements.txt to detect installed library versions.
get-source-signature Prathmeshkunturwar/AI Context MCP — Extracts raw type/function/class signatures directly from source code.
auto-migrate-codebase Prathmeshkunturwar/AI Context MCP — Analyzes your codebase against changelog breaking changes and generates migration alerts.
suggest-skills Prathmeshkunturwar/AI Context MCP — Scans your project imports and recommends which libraries to look up.
list_art_13_3_elements CSOAI-ORG/meok-eu-ai-act-art-13-ifu-mcp — Lists the 7 mandatory content elements required by Article 13(3).
crosswalk_to_fria CSOAI-ORG/meok-eu-ai-act-art-13-ifu-mcp — Maps IFU fields to FRIA inputs for deployer use.
generate_human_oversight_section CSOAI-ORG/meok-eu-ai-act-art-13-ifu-mcp — Generates a human oversight section for the IFU based on oversight design.
sign_ifu_chain CSOAI-ORG/meok-eu-ai-act-art-13-ifu-mcp — Signs the IFU document for audit trail.
generate_ifu CSOAI-ORG/meok-eu-ai-act-art-13-ifu-mcp — Generates a structured Article 13 IFU document for a high-risk AI system provider.
check_ifu_completeness CSOAI-ORG/meok-eu-ai-act-art-13-ifu-mcp — Validates completeness of an IFU document against Article 13(3) requirements.
ip_risk_lookup threathunterX/ip99-sdk — Look up IP risk verdicts with evidence age, geolocation and network facts
analyze_contract io.github.CSOAI-ORG/contract-review-ai-mcp — Analyze a contract document for risks, clauses, and compliance.
extract_clauses io.github.CSOAI-ORG/contract-review-ai-mcp — Extract specific clauses from a contract.
identify_risks io.github.CSOAI-ORG/contract-review-ai-mcp — Identify and score risks in a contract.
list_playlists jeromeberg/youtube-playlists-mcp — List all playlists with ID, title, and video count
get_playlist_videos jeromeberg/youtube-playlists-mcp — Get all videos in a playlist
remove_video_from_playlist jeromeberg/youtube-playlists-mcp — Remove video from playlist
add_video_to_playlist jeromeberg/youtube-playlists-mcp — Add video to playlist by video ID
move_video jeromeberg/youtube-playlists-mcp — Move video from one playlist to another
get_verdict io.github.CSOAI-ORG/councilof_mcp — Retrieve the verdict (APPROVED / REFUSED / PENDING + tallies + vetoes)
list_council_members io.github.CSOAI-ORG/councilof_mcp — List the 33 agents
cast_vote io.github.CSOAI-ORG/councilof_mcp — Cast a single agent vote (Vanguards can VETO)
simulate_council io.github.CSOAI-ORG/councilof_mcp — Simulate a council vote (4 scenarios)
evaluate_care_principle io.github.CSOAI-ORG/councilof_mcp — Evaluate the 4 care principles at 0.95 threshold
convene_council io.github.CSOAI-ORG/councilof_mcp — Submit a question to the 33-agent BFT council
get_company_overview LaZZy0v0/tijori-finance-mcp — Key ratios, forensics score, market cap, PE, ROE, ROCE
get_financials LaZZy0v0/tijori-finance-mcp — P&L, Balance Sheet, Cash Flow, Ratios, Quarterly results
get_shareholding LaZZy0v0/tijori-finance-mcp — 10-quarter promoter / FII / DII / public breakdown
search_company LaZZy0v0/tijori-finance-mcp — Search any company by name, returns slug
get_revenue_mix LaZZy0v0/tijori-finance-mcp — Segment breakdown with historical trend per segment
fetch_document LaZZy0v0/tijori-finance-mcp — Fetch and extract full text from a PDF URL returned by get_knowledge_base. Reads through the authenticated session to bypass CDN access cont
get_operational_metrics LaZZy0v0/tijori-finance-mcp — All operational KPIs with full historical time series
get_fund_flow LaZZy0v0/tijori-finance-mcp — Capital allocation breakdown over 1/3/5/7/10 years
get_market_share LaZZy0v0/tijori-finance-mcp — Market share % per metric with as-of date
resolve_company_ids LaZZy0v0/tijori-finance-mcp — Resolve slug to numeric company ID
list_popular_screens LaZZy0v0/tijori-finance-mcp — Browse Tijori's pre-built stock screens, grouped by category, with each screen's description and underlying query
screen_companies LaZZy0v0/tijori-finance-mcp — Run a popular screen by name (preset) or screen 5,000+ stocks with Tijori's full query language — % values, field-vs-field comparisons, arit
search_screener_fields LaZZy0v0/tijori-finance-mcp — Search the ~1,500-metric field catalog (with time-period variants like 3yr Avg ROCE, 10Yrs ago PAT) to find exact field names for screen_com
get_knowledge_base LaZZy0v0/tijori-finance-mcp — Annual reports, earnings releases, investor presentations, conference calls — returns URLs grouped by type
get_raw_materials LaZZy0v0/tijori-finance-mcp — Commodity price performance — chemicals, spreads, metals
get_macro_indicators LaZZy0v0/tijori-finance-mcp — India macro — credit, IIP, GST, auto sales, GDP, trade
get_markets LaZZy0v0/tijori-finance-mcp — Index performance — Nifty, sector indices, conglomerates
get_sector_constituents LaZZy0v0/tijori-finance-mcp — All stocks inside a TJI niche sector index. Pass tjiid from get_markets("niche"). Returns slug, market-cap weight, and 1D–10Y price returns
get_conglomerate_constituents LaZZy0v0/tijori-finance-mcp — All companies inside a business group. Pass tjiid from get_markets("conglomerates"). Returns slug and 1D–10Y price returns per stock
report_error 4-life/mcp-error-handler — Ingests an error report from any source and initiates the full error-handling workflow: fingerprinting, AI triage, fix drafting, local testi
read_book_snippet jay1234624/Open Library MCP Server — Search inside books for text snippets
get_work_details jay1234624/Open Library MCP Server — Full work record by Open Library work ID
get_book_summary jay1234624/Open Library MCP Server — Concise metadata summary (title, description, subjects, etc.)
compare_books jay1234624/Open Library MCP Server — Side-by-side comparison of two works
get_subject_insights jay1234624/Open Library MCP Server — Books and trends for a subject/topic
search_books jay1234624/Open Library MCP Server — Search books by title, author, or keyword
get_book_ratings jay1234624/Open Library MCP Server — Aggregate reader ratings for a work
get_author_works jay1234624/Open Library MCP Server — Author bibliography
search_authors jay1234624/Open Library MCP Server — Search authors by name
get_book_details_by_isbn jay1234624/Open Library MCP Server — Book details by ISBN-10 or ISBN-13
get_editions jay1234624/Open Library MCP Server — List editions for a work
get_author_profile jay1234624/Open Library MCP Server — Author biography and profile by ID
go_back ig-shadow-walker/agentBrowser — Go back in browser history
go_forward ig-shadow-walker/agentBrowser — Go forward in browser history
reload ig-shadow-walker/agentBrowser — Reload the current page
snapshot ig-shadow-walker/agentBrowser — Get a snapshot of the current page with interactive elements and refs
screenshot ig-shadow-walker/agentBrowser — Take a screenshot of the current page
get_text ig-shadow-walker/agentBrowser — Get text content of the page or an element
click ig-shadow-walker/agentBrowser — Click an element by ref
evaluate ig-shadow-walker/agentBrowser — Execute JavaScript in the page context
close_tab ig-shadow-walker/agentBrowser — Close a tab by ID
reset_session ig-shadow-walker/agentBrowser — Reset the browser session (clear cookies, etc.)
new_tab ig-shadow-walker/agentBrowser — Open a new tab
select_tab ig-shadow-walker/agentBrowser — Select a tab by ID
navigate ig-shadow-walker/agentBrowser — Navigate to a URL
list_downloads ig-shadow-walker/agentBrowser — List downloaded files
list_tabs ig-shadow-walker/agentBrowser — List all open tabs
hover ig-shadow-walker/agentBrowser — Hover over an element by ref
select_option ig-shadow-walker/agentBrowser — Select an option in a dropdown
upload_file ig-shadow-walker/agentBrowser — Upload a file to a file input
press_key ig-shadow-walker/agentBrowser — Press a keyboard key
scroll ig-shadow-walker/agentBrowser — Scroll the page or an element
type ig-shadow-walker/agentBrowser — Type text into an input field
wait_for ig-shadow-walker/agentBrowser — Wait for a condition or timeout
set_checked ig-shadow-walker/agentBrowser — Set checkbox or radio button state
fill_credential ig-shadow-walker/agentBrowser — Fill a secret credential into an input field by name
list_secrets ig-shadow-walker/agentBrowser — List available secret names
generate_staff_training io.github.CSOAI-ORG/cqc-compliance-mcp — Structured, deterministic output for staff training compliance.
generate_annual_report io.github.CSOAI-ORG/cqc-compliance-mcp — Structured, deterministic output for annual compliance report.
get_latest_annotation @useloupe/mcp-server — Most recent payload + annotated full-page + per-pin crops
get_full_page_screenshot @useloupe/mcp-server — Annotated stitched full-page
get_screenshot @useloupe/mcp-server — Viewport screenshot only
get_loupe_stats @useloupe/mcp-server — Usage stats: total annotations, engaged-by-Claude count, resolved count, totals this week
clear_annotations @useloupe/mcp-server — Delete payloads + companion files

AI agent tool reliability // full index

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