AI agent tool reliability // full index

Tools

search_emails LeeFlannery/imap-mcp — Free-text search over sender, subject, and body. Also cross-account unless you name one.
get_email LeeFlannery/imap-mcp — Get one full message by the id from a row, with plain-text body preferred over HTML. Reading it does not mark it read.
list_emails LeeFlannery/imap-mcp — List recent mail, newest first. Omit account to merge all enabled accounts into one timeline.
extract jeffma8888/reflect-mcp — Extract structured invoice data from messy text with confidence scoring and human-in-the-loop gate
auth.challenge foxd-mcp — Request a challenge message to sign for wallet verification
auth.verifyWallet foxd-mcp — Verify wallet signature and create account, returning API key
get_location_fail_log khrns-r/hetrixmcp — Get fail log for a specific location.
list_warning_policies khrns-r/hetrixmcp — List warning policies for a monitor.
update_warning_policies khrns-r/hetrixmcp — Update warning policies for a monitor.
list_status_pages khrns-r/hetrixmcp — List status pages.
list_scheduled_maintenance khrns-r/hetrixmcp — List maintenance windows.
get_account_limits khrns-r/hetrixmcp — Get current HetrixTools account usage and limits.
list_contact_lists khrns-r/hetrixmcp — List contact lists configured on the account.
list_blacklists khrns-r/hetrixmcp — Get the list of blacklists (RBLs) checked by the HetrixTools platform.
list_blacklist_monitors khrns-r/hetrixmcp — List blacklist monitors (filtered/paginated).
get_blacklist_report khrns-r/hetrixmcp — Get blacklist report for a specific monitor.
list_uptime_monitors khrns-r/hetrixmcp — List uptime monitors (filtered/paginated).
get_uptime_report khrns-r/hetrixmcp — Get uptime report for a monitor.
list_downtimes khrns-r/hetrixmcp — List downtimes for a monitor (paginated).
add_monitors_to_status_page khrns-r/hetrixmcp — Add monitors to a status page.
remove_monitors_from_status_page khrns-r/hetrixmcp — Remove monitors from a status page.
create_scheduled_maintenance khrns-r/hetrixmcp — Create a maintenance window.
delete_scheduled_maintenance khrns-r/hetrixmcp — Delete a maintenance window.
get_server_agent khrns-r/hetrixmcp — Get server agent info.
update_server_agent khrns-r/hetrixmcp — Update server agent settings.
delete_server_agent khrns-r/hetrixmcp — Delete a server agent.
outline atomfritte/notation — Get the outline of a Markdown file
git_log atomfritte/notation — Get the git history of the Space
read_file atomfritte/notation — Read a file from the Space
write_file atomfritte/notation — Write content to a file in the Space
grep atomfritte/notation — Search for a pattern in files
glob atomfritte/notation — List files matching a glob pattern
select_best_agent rifatsaltoglu/OpenRouter Model Selector MCP — Finds, filters, and ranks the best AI models for a specific task using the OpenRouter API.
config_init zotero-obsidian-mcp — Initialize vault configuration.
import_item zotero-obsidian-mcp — Imports a Zotero item into the Obsidian vault.
agent_install zotero-obsidian-mcp — Install MCP configuration for an AI client.
literature_version zotero-obsidian-mcp — Returns current version, 31 tools, 7 skills, and five Analysis types.
zotero_search_items zotero-obsidian-mcp — Searches Zotero items by query.
doctor zotero-obsidian-mcp — Check system status: config, Zotero, MinerU.
mineru_parse zotero-obsidian-mcp — Parses a PDF using MinerU and stores full-text Markdown.
literature_verify zotero-obsidian-mcp — Verify the integrity of the literature vault.
preview zotero-obsidian-mcp — Preview a transaction by its ID.
rollback zotero-obsidian-mcp — Rollback a transaction by its ID.
config_validate zotero-obsidian-mcp — Validate the current configuration.
migrate_v1_to_v2 zotero-obsidian-mcp — Migrate data from V1 to V2 format.
get_pr_impact @ctxo/plugin-api — Analyzes the impact of a pull request by examining changed symbols and their dependents.
get_symbol_references @ctxo/plugin-api — Returns all references to a symbol across the codebase.
get_importers @ctxo/plugin-api — Returns all files that import a given module or symbol.
get_callers @ctxo/plugin-api — Returns all functions that call a given function.
get_git_history @ctxo/plugin-api — Returns git history for a file or symbol with classified intent.
get_anti_patterns @ctxo/plugin-api — Returns detected anti-patterns in the codebase.
get_codebase_summary @ctxo/plugin-api — Returns a high-level summary of the codebase structure and metrics.
get_file_dependencies @ctxo/plugin-api — Returns all dependencies (imports) of a given file.
get_dependents @ctxo/plugin-api — Returns all files that depend on a given file or symbol.
get_co_change_suggestions @ctxo/plugin-api — Returns files that historically change together with the given file.
get_architecture @ctxo/plugin-api — Returns the architectural layers and their dependencies.
get_symbol_definition @ctxo/plugin-api — Returns the definition location and source of a symbol.
get_blast_radius @ctxo/plugin-api — Returns the blast radius of a symbol (all dependents and transitive callers).
get_inheritance_chain @ctxo/plugin-api — Returns the inheritance hierarchy for a class or interface.
get_page_comments ali-moghadam/Bridge-MCP — Get comments on a Confluence page
get_jira_issue ali-moghadam/Bridge-MCP — Retrieve a Jira issue by key
search_jira_issues ali-moghadam/Bridge-MCP — Search Jira issues using JQL
get_issue_comments ali-moghadam/Bridge-MCP — Get comments on a Jira issue
get_issue_attachments ali-moghadam/Bridge-MCP — Get attachments on a Jira issue
get_issue_media ali-moghadam/Bridge-MCP — Get inline media on a Jira issue
get_confluence_page ali-moghadam/Bridge-MCP — Retrieve a Confluence page
search_confluence_pages ali-moghadam/Bridge-MCP — Search Confluence pages
get_space ali-moghadam/Bridge-MCP — Retrieve a Confluence space
list_spaces ali-moghadam/Bridge-MCP — List Confluence spaces
get_page_children ali-moghadam/Bridge-MCP — Get child pages of a Confluence page
get_page_attachments ali-moghadam/Bridge-MCP — Get attachments of a Confluence page
publish_timeline lukebmandel-debug/Alto Connector — Publishes a timeline to the user's Firebase project, making it accessible via a web link, or sets it to private to remove the page.
get_timeline lukebmandel-debug/Alto Connector — Retrieves an existing timeline draft or published timeline by ID, allowing resumption of work across chats.
get_interview_guide lukebmandel-debug/Alto Connector — Provides the interview guide for building an Alto timeline, including flows and sections for gathering materials and preferences.
run_sql_query AleksandrGeraskov/Sales Analytics MCP Server — Executes a read-only SQL query (SELECT only) against the sales database and returns the results. Only use SELECT statements. Never attempt D
find_sales_anomalies AleksandrGeraskov/Sales Analytics MCP Server — Analyzes daily sales history and finds statistically significant anomalies (unusual spikes or drops), using a robust median/MAD-based method
get_database_schema AleksandrGeraskov/Sales Analytics MCP Server — Returns the schema of available tables in the sales database, so you know what data is available before querying.
health mohitakki/Germany Intelligence MCP — Database + FTS, providers, last ingest age, extraction quality, jobs indexed. Call this first if anything looks odd.
get_market_trends mohitakki/Germany Intelligence MCP — Technology demand with counts, frequencies, confidence and sample job ids.
get_skill_gap mohitakki/Germany Intelligence MCP — Your profile vs the market, bucketed and ranked, each item evidenced.
search_jobs mohitakki/Germany Intelligence MCP — BM25 full-text + filters. One row per deduplicated vacancy.
list_sources mohitakki/Germany Intelligence MCP — Providers, config state, legal status, compliance notes.
mark_progress mohitakki/Germany Intelligence MCP — Records learning so a skill stops being recommended.
get_daily_briefing mohitakki/Germany Intelligence MCP — Market summary + trends + gaps. Recommendation sections are empty.
get_today_focus mohitakki/Germany Intelligence MCP — Throws — Phase 6.
generate_interview_questions mohitakki/Germany Intelligence MCP — Return [] — Phase 7/8.
analyse_resume mohitakki/Germany Intelligence MCP — Return [] — Phase 7/8.
refresh_market mohitakki/Germany Intelligence MCP — Fetch, normalise, dedupe, store. Returns full run metrics.
cowork_bulk_approve kamesh231/cowork-mcp-server — Approve 50+ proposals in one human decision
cowork_bulk_reject kamesh231/cowork-mcp-server — Reject multiple proposals with a single reason
cowork_resolve_handoff kamesh231/cowork-mcp-server — Human resolves escalation. Optionally hands work back with instructions
cowork_audit_trail kamesh231/cowork-mcp-server — Full chain: propose → approve → execute → verify
cowork_governance_report kamesh231/cowork-mcp-server — Detect orphaned executions, slow decisions, missing approvals
cowork_status kamesh231/cowork-mcp-server — Trust scores, override rates, pending proposals, timeline
cowork_propose kamesh231/cowork-mcp-server — Agent proposes before acting. Trust score + field type determine: act / suggest / escalate
cowork_approve kamesh231/cowork-mcp-server — Human approves proposal. Trust +0.02, closes positive feedback loop
cowork_override kamesh231/cowork-mcp-server — Human corrects agent. Trust degrades. 5 categories × 4 severity levels
cowork_check_trust kamesh231/cowork-mcp-server — Trust level + accuracy + operating mode for any (agent, domain)
cowork_handoff kamesh231/cowork-mcp-server — Escalate to human with structured context: reason, confidence, attempted actions
cowork_check_handoff kamesh231/cowork-mcp-server — Agent polls for resolved handoffs with instructions. Enables agent continuation after human escalation

AI agent tool reliability // full index

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