AI agent tool reliability // full index

Categories

data 156335 · knowledge 122539 · other 100077 · search 58072 · devops 55059 · finance 51618 · code 43692 · communication 38652 · productivity 37635 · files 35532 · security 34630 · media 34219 · web 34176 · retrieval 26106 · database 23401 · ml 19069 · browser 16538 · email 10813 · payments 5531 · calendar 4710 · analytics 4296 · blockchain 1953 · network 1830 · health 1739 · marketing 1393 · crm 1220 · memory 920 · storage 897 · research 773 · social 732 · ecommerce 654 · design 604 · advertising 557 · commerce 523 · project 523 · seo 490 · compliance 448 · api 414 · news 409 · system 372 · project management 364 · monitoring 331 · education 221 · content 193 · weather 173 · cloud 164 · observability 151 · automation 145 · mobile 139 · debug 136 · workflow 129 · marketplace 124 · iot 119 · account 119 · fitness 112 · integration 110 · hardware 109 · auth 109 · cms 107 · identity 102

Tools

• graphweft_embed graphweft — Build/refresh the local embedding index
• graphweft_impact graphweft — Blast radius analysis
• graphweft_path graphweft — Dependency path between files
• graphweft_hotspots graphweft — God nodes (most-connected files)
• graphweft_symbol_refs graphweft — Who imports a symbol / most-imported symbols
• graphweft_communities graphweft — Community detection in the code graph
• graphweft_context graphweft — Ranked context for a task — hybrid with embeddings when an index exists
• graphweft_stats graphweft — Graph statistics
• discover Jardelvorpagel/mcp-facade — Keyword-search the full upstream catalog (name + description, substring, max 10 hits). Returns name — one-line description lines.
• describe Jardelvorpagel/mcp-facade — Return the full original schema and documentation for one tool, by lowercase name. Use before calling an unfamiliar tool.
• call Jardelvorpagel/mcp-facade — Call any upstream tool by name with an args object, including tools not in used.
• get_today_summary soroush83faraz/calso — Get summary of today's tasks and events
• update_task soroush83faraz/calso — Update an existing task
• delete_task soroush83faraz/calso — Delete a task
• complete_task soroush83faraz/calso — Mark a task as completed
• get_lists soroush83faraz/calso — Get all todo lists
• create_list soroush83faraz/calso — Create a new list
• add_task soroush83faraz/calso — Add a new task to the todo list
• get_tasks soroush83faraz/calso — Get tasks with optional filters
• update_list soroush83faraz/calso — Update a list
• delete_list soroush83faraz/calso — Delete a list
• get_calendar_events soroush83faraz/calso — Get calendar events for a date range
• add_calendar_event soroush83faraz/calso — Add a calendar event
• update_calendar_event soroush83faraz/calso — Update a calendar event
• delete_calendar_event soroush83faraz/calso — Delete a calendar event
• get_holidays soroush83faraz/calso — Get Iranian holidays for a date range
• convert_date soroush83faraz/calso — Convert date between Persian and Gregorian
• plan_day soroush83faraz/calso — Plan the day by suggesting tasks based on priorities and deadlines
• search_legislation eu.ansvar/estonian-law-mcp — Full-text search across provisions
• check_currency eu.ansvar/estonian-law-mcp — Check if statute is in force
• validate_citation eu.ansvar/estonian-law-mcp — Validate legal citation
• validate_eu_compliance eu.ansvar/estonian-law-mcp — EU compliance check
• build_legal_stance eu.ansvar/estonian-law-mcp — Comprehensive legal research
• format_citation eu.ansvar/estonian-law-mcp — Citation formatting
• list_sources eu.ansvar/estonian-law-mcp — Data provenance
• get_estonian_implementations eu.ansvar/estonian-law-mcp — National EU implementations
• search_eu_implementations eu.ansvar/estonian-law-mcp — Search EU documents
• get_eu_basis eu.ansvar/estonian-law-mcp — EU legal basis cross-references
• get_provision eu.ansvar/estonian-law-mcp — Retrieve specific article/section
• about eu.ansvar/estonian-law-mcp — Server metadata
• fix @latten/installer — Returns a specific recommendation by ID so the agent can propose a diff.
• receipt @latten/installer — Returns the human-facing receipt after crossings arrive: domains, cost, attestation, etc.
• guide @latten/installer — Returns the placement playbook: where SDK calls go, naming, reviewable-PR rule, and verify/fix loop.
• provision @latten/installer — Bootstraps the connection to Latten account; returns a connect URL or polls for token.
• scan @latten/installer — Static analysis of a repo; returns candidate crossings (DB, HTTP, LLM calls) with confidence.
• verify @latten/installer — Queries the console for actual crossings that have arrived since a timestamp.
• recommendations @latten/installer — Pulls the console's recommended fixes for open exposures.
• get_episode pipeworx-io/mcp-rickmorty — Get details about a specific Rick and Morty episode by its ID.
• search_characters pipeworx-io/mcp-rickmorty — Search for Rick and Morty characters by name. Returns a list of matching characters.
• get_character pipeworx-io/mcp-rickmorty — Get detailed information about a specific Rick and Morty character by their ID.
• get_location pipeworx-io/mcp-rickmorty — Get details about a specific Rick and Morty location by its ID.
• baasix_get_schema @baasix/mcp — Get detailed schema for a collection
• baasix_create_schema @baasix/mcp — Create a new collection schema
• baasix_update_schema_field @baasix/mcp — Update a single field in collection schema
• baasix_delete_schema_field @baasix/mcp — Delete a single field from collection schema
• baasix_delete_schema @baasix/mcp — Delete a collection schema
• baasix_add_index @baasix/mcp — Add index to collection
• baasix_remove_index @baasix/mcp — Remove index from collection
• baasix_create_relationship @baasix/mcp — Create M2O/O2M/M2M/M2A relationship
• baasix_update_relationship @baasix/mcp — Update existing relationship
• baasix_delete_relationship @baasix/mcp — Delete a relationship
• baasix_export_schemas @baasix/mcp — Export all schemas as JSON
• baasix_import_schemas @baasix/mcp — Import schemas from JSON
• baasix_update_schema @baasix/mcp — Update existing schema
• baasix_list_schemas @baasix/mcp — List all collections with search/pagination
• baasix_add_schema_field @baasix/mcp — Add a single field to collection schema
• qa_switch_project common-qa-mcp — Changes the active project context
• tc_save common-qa-mcp — Saves an open draft test case, persisting it to the backend
• web common-qa-mcp — Starts a web recording session that drives a real browser to capture locators and assertions
• web_status common-qa-mcp — Polls the status of a web recording session until status is 'done'
• mainframe common-qa-mcp — Starts a mainframe recording session that drives a TN3270 terminal to capture fields and assertions
• mainframe_status common-qa-mcp — Polls the status of a mainframe recording session until status is 'done'
• tc_list common-qa-mcp — Lists test cases in the active project or a specified project
• qa_connect common-qa-mcp — Connects to a Walnut or SimplifyQA backend; required before any tool call if offline mode is used
• qa_list_projects common-qa-mcp — Lists all projects available in the connected product
• tc_draft_open common-qa-mcp — Opens a new draft manual test case for authoring
• tc_draft_update common-qa-mcp — Updates steps or metadata of an open draft test case
• story_list common-qa-mcp — Lists user stories in the active project
• suite_list common-qa-mcp — Lists test suites in the active project
• story_sync_testcases common-qa-mcp — Compares a user story's acceptance criteria against linked manual test cases and returns a structured drift report
• tc_run common-qa-mcp — Executes a test case or suite locally or on cloud
• tc_status common-qa-mcp — Polls the status of a test case run
• tc_report common-qa-mcp — Retrieves the report for a completed test case run
• get_students cmaalto03/py-mcp-students — List all students
• add_student cmaalto03/py-mcp-students — Add a student by name and age
• delete_student cmaalto03/py-mcp-students — Remove a student by name
• execute_nrql @kavinga/commerce-tools — Run a NRQL query against a New Relic account via NerdGraph
• get_account_id_by_project_id @kavinga/commerce-tools — Resolve an Adobe Commerce project ID to a New Relic account ID
• get_jira_issue @kavinga/commerce-tools — Fetch a Jira issue by key (e.g. PRO-234): summary, status, description, comments, and a best-effort extraction of a New Relic account/projec
• review_ticket ptuckett86/mcp_servers — Describe what a Jira ticket is asking for
• review_pull_request_against_ticket ptuckett86/mcp_servers — Review PR risks and compare implementation against a Jira ticket
• propose_pr_comment_solutions ptuckett86/mcp_servers — Implement unresolved reviewer comments (not yours) in the local repo and stage changes for commit. Pass dry_run=true to preview only.
• review_pull_request ptuckett86/mcp_servers — Scan PR for security issues, violations, logic gaps
• trailing_month_pr_metrics ptuckett86/mcp_servers — Avg commits/day, comments, and time-open over your PRs in a trailing window
• summarize_ticket_comments ptuckett86/mcp_servers — Summarize ticket discussion
• search akbad/sourcegraph-mcp — Search across codebases using Sourcegraph's advanced query syntax with support for regex, language filters, and boolean operators.
• search_prompt_guide akbad/sourcegraph-mcp — Generate a context-aware guide for constructing effective search queries based on your specific objective.
• fetch_content akbad/sourcegraph-mcp — Retrieve file contents or explore directory structures from repositories.
• hermes_ask hermes-mcp — Send a prompt to the Hermes agent and get a response
• lemma-eda @tkpratardan/lemma — Perform exploratory data analysis on a dataset.

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