AI agent tool reliability // full index

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Tools

• translate_term io.github.malkreide/termdat-mcp — Official equivalent of an administrative term in another national language
• list_collections io.github.malkreide/termdat-mcp — The ~140 terminology collections (filter values)
• list_classifications io.github.malkreide/termdat-mcp — The 23 subject classifications, e.g. BILD = education
• search_terms io.github.malkreide/termdat-mcp — Search TERMDAT with field flags, collection and classification filters
• check_terms io.github.malkreide/termdat-mcp — Communication QA: check up to 25 terms against validated designations
• get_entries io.github.malkreide/termdat-mcp — Fetch known entries by numeric ID
• api_status io.github.malkreide/termdat-mcp — Availability; never returns silently empty
• wsl_get_dataset io.github.malkreide/wsl-envidat-mcp — Full metadata, DOI, download URLs for a specific dataset
• wsl_list_organizations io.github.malkreide/wsl-envidat-mcp — List all WSL research units on EnviDat
• wsl_get_organization io.github.malkreide/wsl-envidat-mcp — Details of a specific research unit incl. datasets
• wsl_search io.github.malkreide/wsl-envidat-mcp — Unified search — combine query, domain, organization, and bbox filters
• wsl_list_tags io.github.malkreide/wsl-envidat-mcp — Browse available tags/keywords
• zurich_search_datasets io.github.malkreide/zurich-opendata-mcp — Full-text search with Solr syntax across 900+ datasets
• zurich_get_dataset io.github.malkreide/zurich-opendata-mcp — Complete metadata and download URLs for a dataset
• zurich_datastore_sql io.github.malkreide/zurich-opendata-mcp — SQL queries on the DataStore
• zurich_list_tags io.github.malkreide/zurich-opendata-mcp — Tag-based thematic search
• zurich_tourism io.github.malkreide/zurich-opendata-mcp — Attractions, restaurants, hotels, events (Schema.org data, 4 languages)
• zurich_sparql io.github.malkreide/zurich-opendata-mcp — SPARQL queries on the statistical linked data endpoint
• zurich_analyze_datasets io.github.malkreide/zurich-opendata-mcp — Comprehensive analysis: relevance, recency, data structure
• zurich_find_school_data io.github.malkreide/zurich-opendata-mcp — Curated search for education-related datasets
• zurich_list_categories io.github.malkreide/zurich-opendata-mcp — Browse 19 thematic categories
• zurich_weather_live io.github.malkreide/zurich-opendata-mcp — Current weather (temperature, humidity, pressure, rain) from 4 UGZ stations
• zurich_air_quality io.github.malkreide/zurich-opendata-mcp — Live air quality (NO₂, O₃, PM10, PM2.5) with WHO thresholds
• zurich_water_weather io.github.malkreide/zurich-opendata-mcp — Lake Zurich data (water temperature, level, wind) every 10 min
• zurich_pedestrian_traffic io.github.malkreide/zurich-opendata-mcp — Pedestrian counts on Bahnhofstrasse (3 locations, hourly)
• zurich_parking_live io.github.malkreide/zurich-opendata-mcp — Real-time occupancy of 36 parking garages (ParkenDD)
• zurich_geo_layers io.github.malkreide/zurich-opendata-mcp — List 14 available geodata layers
• zurich_geo_features io.github.malkreide/zurich-opendata-mcp — Fetch GeoJSON features (schools, districts, playgrounds, climate data, etc.)
• get_beschluesse_by_departement io.github.malkreide/zurich-opendata-mcp — List all resolutions of a department (e.g. SSD, FD, PRD)
• get_stadtratsbeschluss_detail io.github.malkreide/zurich-opendata-mcp — Single resolution by NNNN/YYYY number
• zurich_catalog_stats io.github.malkreide/zurich-opendata-mcp — Catalog overview with statistics
• zurich_datastore_query io.github.malkreide/zurich-opendata-mcp — Query tabular data directly (filters, sorting)
• search_stadtratsbeschluesse io.github.malkreide/zurich-opendata-mcp — Full-text search of public council resolutions (title, department, date range)
• zurich_strb_detail io.github.malkreide/zurich-opendata-mcp — Single resolution by NNNN/YYYY number
• zurich_vbz_passengers io.github.malkreide/zurich-opendata-mcp — VBZ public transit ridership (800,000+ records, all lines/stops)
• zurich_parliament_search io.github.malkreide/zurich-opendata-mcp — Search parliamentary proceedings (interpellations, motions, postulates)
• zurich_parliament_members io.github.malkreide/zurich-opendata-mcp — Search council members (party, commissions, mandates)
• zurich_strb_by_department io.github.malkreide/zurich-opendata-mcp — List all resolutions of a department (e.g. SSD, FD, PRD)
• zurich_strb_search io.github.malkreide/zurich-opendata-mcp — Full-text search of public council resolutions (title, department, date range)
• dns_list_records chrisbuildsonline/dreamhost-mcp — List all DNS records for domains on your DreamHost account.
• dns_add_record chrisbuildsonline/dreamhost-mcp — Add a DNS record to a domain. Propagation can take several hours.
• dns_remove_record chrisbuildsonline/dreamhost-mcp — Remove a DNS record. record, type, and value must match the existing record exactly.
• api_list_accessible_commands chrisbuildsonline/dreamhost-mcp — List API commands your current API key is allowed to run.
• api_list_keys chrisbuildsonline/dreamhost-mcp — List all API keys on the account. Requires a key with full (*) permissions.
• deep_research serper-search-mcp — Multi-step research: auto sub-queries, parallel searches, LLM-synthesized cited report.
• search_images serper-search-mcp — Search for images with URLs, dimensions, and source pages.
• search_videos serper-search-mcp — Search for videos with title, channel, duration, and URL.
• search_shopping serper-search-mcp — Search for products with price, seller, rating, and delivery info.
• search_places serper-search-mcp — Search for local businesses and POIs with address, phone, hours, GPS coordinates.
• search_rag_context serper-search-mcp — Clean chunked text with metadata for embedding pipelines and vector DBs.
• search_web serper-search-mcp — Google web search with full SERP breakdown including organic results, Knowledge Graph, Answer Box, People Also Ask, and Related Searches.
• search_news serper-search-mcp — Search for news headlines with source, date, and snippet.
• get_expenses arjunnavadiya8/Expense Tracker MCP Server — Get a list of expenses.
• get_incomes arjunnavadiya8/Expense Tracker MCP Server — List and filter income records.
• add_income arjunnavadiya8/Expense Tracker MCP Server — Add a new income record (e.g., Salary, Investments).
• delete_income arjunnavadiya8/Expense Tracker MCP Server — Remove an income record by its unique ID.
• get_summary arjunnavadiya8/Expense Tracker MCP Server — Get a summary of expenses and incomes by category for a specific month.
• delete_expense arjunnavadiya8/Expense Tracker MCP Server — Remove an expense record by its unique ID.
• add_expense arjunnavadiya8/Expense Tracker MCP Server — Add a new expense to the tracker.
• get_disclosed_report Srj0210/inti-brain — Full write-up from the pattern KB (needs optional KB)
• fetch_programs Srj0210/inti-brain — Sync all accessible programs into the DB
• fetch_program_scope Srj0210/inti-brain — Fetch one program's domains + ROE
• sync_all_scopes Srj0210/inti-brain — Bulk scope sync (one API call each — heavy)
• search_programs Srj0210/inti-brain — Search synced programs
• search_scopes Srj0210/inti-brain — Search scope entries
• get_program Srj0210/inti-brain — Full program detail incl. ROE + scope (auto-syncs)
• hack Srj0210/inti-brain — Attack briefing: scope by bounty tier, required header, safe-harbour/tooling flags, out-of-scope section, ROE, KB hits
• search_disclosed_reports Srj0210/inti-brain — Full-text pattern-KB search (needs optional KB)
• cerca_dati open-parlamento-mcp — Dataset pubblici reali da dati.gov.it (CKAN) e data.europa.eu.
• cerca_legge open-parlamento-mcp — Risposta giuridica con citazioni agli articoli (Costituzione + codici) tramite LightRAG.
• get_fred_data oxford-ledge-mcp — Retrieves U.S. government/public-domain economic data series from FRED.
• search_bonds oxford-ledge-mcp — Search corporate bonds via FINRA TRACE.
• get_fundamentals oxford-ledge-mcp — Retrieves fundamental financial data for a company from SEC EDGAR.
• get_sec_filings oxford-ledge-mcp — Retrieves SEC filings for a company from EDGAR.
• get_yield_curve oxford-ledge-mcp — Retrieves U.S. Treasury yield curve data from FRED.
• get_bond_data oxford-ledge-mcp — Get detailed data for a specific bond from FINRA TRACE.
• stats @yejianye/smart-connections-mcp — Get vault embedding statistics.
• validate @yejianye/smart-connections-mcp — Validate Smart Connections data integrity.
• connection @yejianye/smart-connections-mcp — Find notes semantically similar to a specified note.
• lookup @yejianye/smart-connections-mcp — Perform semantic search using query text.
• crawl io.github.manchittlab/thecrawler — Crawl one or more URLs with configurable options like markdown extraction, retries, timeout, user-agent rotation, and caching.
• diagnose_extraction_contract io.github.manchittlab/thecrawler — Run a no-LLM readiness diagnostic for a contract on given URLs.
• extract_extraction_contract io.github.manchittlab/thecrawler — Extract data using a built-in contract with validation.
• list_extraction_contracts io.github.manchittlab/thecrawler — List available built-in extraction contracts.
• crawl_markdown io.github.manchittlab/thecrawler — Crawl a URL and return markdown content.
• search_and_crawl io.github.manchittlab/thecrawler — Search Google and scrape top results.
• crawl_sitemap io.github.manchittlab/thecrawler — Crawl URLs from a sitemap.
• extract_structured io.github.manchittlab/thecrawler — Crawl a URL and extract structured data using an LLM with a JSON schema.
• add_tag piwik-pro-mcp — Add a new tag to an app.
• query_analytics piwik-pro-mcp — Run a natural language analytics query.
• copy_tag piwik-pro-mcp — Copy a tag from one app to other apps with a given prefix.
• list_apps piwik-pro-mcp — List Piwik PRO apps/sites.
• list_tags piwik-pro-mcp — List tags in a specified app.
• settle_rules_dispute @mohitagw15856/rulebook — Settles a rules dispute for a game, returning the official ruling or a 'file it' link if not found.
• list_contested_rules @mohitagw15856/rulebook — Lists the most contested rules across games, ranked by likelihood of stopping a game.
• get_game_facts @mohitagw15856/rulebook — Returns honest facts about a game, including real playtime, downtime, age suitability, and when to give up.
• plan_game_night @mohitagw15856/rulebook — Builds a real evening plan with an opener, main game, and light closer, considering player count and time.
• export_deck @astro-slides/cli — Export a deck to PDF, PNG, or PPTX.
• list_decks @astro-slides/cli — List all decks in the project.
• read_deck @astro-slides/cli — Read the content of a specific deck.

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