AI agent tool reliability // full index

Tools

update_task helios9-mcp-server — Update task status/details
list_documents helios9-mcp-server — List documents with filtering
get_document helios9-mcp-server — Get specific document
create_document helios9-mcp-server — Create markdown document (requires project_id)
update_document helios9-mcp-server — Update document content
brainstorm_design @mindol1004/aio-mcp — Multi-turn product design with wiki-backed option comparison
synthesize_results @mindol1004/aio-mcp — Synthesize results from sessions
plan_task @mindol1004/aio-mcp — Auto-plan goals into task graphs
scan_raw_inbox @mindol1004/aio-mcp — Scan raw inbox for files to ingest
aio_prompt @mindol1004/aio-mcp — Natural language tool with 50+ keyword-routed tools, KO/EN support
list_vaults @mindol1004/aio-mcp — List registered vaults.
register_vault @mindol1004/aio-mcp — Register a new vault in the registry.
propose_wiki_change @mindol1004/aio-mcp — Propose wiki changes (diff-based)
bootstrap_harness @mindol1004/aio-mcp — Bootstrap harness files
execute_dag @mindol1004/aio-mcp — Execute task DAG layers in parallel
scan_issues @mindol1004/aio-mcp — DFS scan for issues
collect_results @mindol1004/aio-mcp — Collect results from fix sessions
domain_context @mindol1004/aio-mcp — Project-aware context packing from wiki → harness → agent
analyze_codebase @mindol1004/aio-mcp — Parse source code → code graph, routes, data models
query_code_graph @mindol1004/aio-mcp — Query the code graph
sdd_spec @mindol1004/aio-mcp — Spec-Driven Development: create spec
sdd_design @mindol1004/aio-mcp — SDD: create design from spec
sdd_tasks @mindol1004/aio-mcp — SDD: create tasks from design
impact_analyze @mindol1004/aio-mcp — Change proposal → impact dossier with evidence matrix
impact_dossier_get @mindol1004/aio-mcp — Get impact dossier
sdd_approve @mindol1004/aio-mcp — SDD: approve tasks
memory_set @mindol1004/aio-mcp — Set structured note (why/correction/constraint/context)
memory_get @mindol1004/aio-mcp — Get structured note
memory_search @mindol1004/aio-mcp — Search structured notes
repo_register @mindol1004/aio-mcp — Register a repository
cross_repo_query @mindol1004/aio-mcp — Cross-query multiple repositories
ingest_pipeline @mindol1004/aio-mcp — Drop files → auto-ingest (raw → wiki pages → lint)
query_wiki @mindol1004/aio-mcp — Query the wiki (RAG) with snippets or full response
lint_wiki @mindol1004/aio-mcp — Lint wiki pages for issues
file_back @mindol1004/aio-mcp — Write files back from wiki
spawn_session @mindol1004/aio-mcp — Spawn isolated AI sessions for parallel research/coding
check_inbox @mindol1004/aio-mcp — Check inbox for session results
apply_wiki_proposal @mindol1004/aio-mcp — Apply or reject wiki proposals
run_doctor @mindol1004/aio-mcp — Run health check (aio doctor)
get_dashboard_stats @mindol1004/aio-mcp — Get coverage dashboard statistics.
generate_sot @mindol1004/aio-mcp — Auto-generate service encyclopedia from static analysis
analyze_audio sommio/qwen-omni-mcp — Analyze an audio file (URL or local) with a custom prompt (Omni)
analyze_audio_video sommio/qwen-omni-mcp — Analyze a video's visuals + sound (URL or local) with a prompt (Omni)
check_endpoint_status sommio/qwen-omni-mcp — Show configured endpoint/model (key redacted)
analyze_video sommio/qwen-omni-mcp — Analyze a video (URL or local file) with a custom prompt
analyze_image sommio/qwen-omni-mcp — Analyze an image (URL or local file) with a custom prompt
hyperspace_freeze_collection mcp-hyperspacedb — Freeze a collection to make it read-only, preventing new inserts
hyperspace_unfreeze_collection mcp-hyperspacedb — Unfreeze a previously frozen collection to allow inserts again
hyperspace_analyze_geometry mcp-hyperspacedb — Uses the 4-point condition to recommend Lorentz, Poincare, Cosine, or L2 metrics for datasets
hyperspace_analyze_thought_stability mcp-hyperspacedb — Calculates Lyapunov Convergence of a trajectory (Chain of Thought) to detect hallucinations or stable logical attractors
hyperspace_search_wasserstein mcp-hyperspacedb — Optimal Transport (OT) based search for comparing complex distributions and finding non-obvious conceptual overlaps
hyperspace_search_text mcp-hyperspacedb — Natural language semantic search using server-side embeddings
hyperspace_insert_text mcp-hyperspacedb — Asynchronous storage of factual claims or system logs with automatic vectorization
hyperspace_graph_traverse mcp-hyperspacedb — Perform deep BFS/DFS traversal through the HNSW knowledge graph
hyperspace_get_stats mcp-hyperspacedb — Telemetry on cluster health, clocks, and vector volume
hyperspace_cache_stats mcp-hyperspacedb — Get cache statistics (hits, misses, policy, etc.) for a specific collection's L0 Hot Tier Cache
hyperspace_cache_clear mcp-hyperspacedb — Clear/purge all items in the L0 Cache for a specific collection
hyperspace_cache_config mcp-hyperspacedb — Update L0 Cache configuration (eviction policy, ANN threshold) for a specific collection
hyperspace_rebuild_index mcp-hyperspacedb — Rebuild and optimize the HNSW index on the server for a specific collection
hyperspace_vacuum mcp-hyperspacedb — Perform vacuuming on the database to permanently purge deleted vectors and reclaim disk space
hyperspace_find_clusters mcp-hyperspacedb — Detects emergent semantic regions in the database knowledge graph
hyperspace_list_collections mcp-hyperspacedb — Get all active collections
hyperspace_create_collection mcp-hyperspacedb — Setup new memory spaces with specific geometry
hyperspace_get_neighbors mcp-hyperspacedb — Explore local connectivity in the vector graph
hyperspace_explore_graph mcp-hyperspacedb — Traverse the graph and return nodes and links in a format ready for visualization
hyperspace_get_trust_score mcp-hyperspacedb — Evaluate stability and trust score for a given thought trajectory path
hyperspace_trigger_reconsolidation mcp-hyperspacedb — Manually trigger AI Sleep Mode (Flow Matching optimization) for a collection
hyperspace_delete_points mcp-hyperspacedb — Delete a single vector point from a collection by its ID
hyperspace_get_concept_parents mcp-hyperspacedb — Retrieve parent hypernym concepts in Lorentz space
hyperspace_delete_collection mcp-hyperspacedb — Permanently delete a collection and all of its vectors
hyperspace_get_points mcp-hyperspacedb — Retrieve vector coordinate and metadata for a list of point IDs
hyperspace_get_subsumption_tree mcp-hyperspacedb — Trace full taxonomic subsumption trees starting from any concept ID
hyperspace_predict_momentum mcp-hyperspacedb — Forecast future agent thought paths using Koopman momentum extrapolation
mf_scheme siddharthgaur1/indian-markets-mcp — Get details of a specific mutual fund scheme from AMFI NAVAll.txt.
mf_nav_history siddharthgaur1/indian-markets-mcp — Historical NAV for a mutual fund scheme from mfapi.in.
sebi_search_orders siddharthgaur1/indian-markets-mcp — Search SEBI enforcement orders from a local corpus (sample of 25 orders).
list_nse_indices siddharthgaur1/indian-markets-mcp — List all NSE indices from a static list.
nse_eod_quote siddharthgaur1/indian-markets-mcp — End-of-day quote for an NSE equity from the official bhavcopy archive.
nse_eod_history siddharthgaur1/indian-markets-mcp — End-of-day price history for an NSE equity, capped at 120 days.
nse_index_constituents siddharthgaur1/indian-markets-mcp — Constituent stocks of an NSE index from niftyindices.com CSV (no weights).
mf_search_schemes siddharthgaur1/indian-markets-mcp — Search mutual fund schemes by name or AMC from AMFI NAVAll.txt.
agentforge_refine_prompt AgentForge — Turn a rough request into a structured, tool-tuned prompt for AI coding agents.
ivedaai WillO-OlliW/ivedaAI-mcp-server — Access IvedaAI video analytics API operations
fetch_paper_details Academic Paper Search — Retrieve detailed information for a specific paper
search_papers Academic Paper Search — Search for academic papers across multiple sources
search_by_topic Academic Paper Search — Search for papers by topic with optional date range filter
store_memory AQuietRiver/Local Memory MCP — Embed and save a piece of text. Rejected if it matches a blacklisted term.
search_memory AQuietRiver/Local Memory MCP — Rank stored text by semantic similarity to the query.
wipe_project_memories AQuietRiver/Local Memory MCP — Delete every memory in a namespace.
get_portfolio_summary crypto-portfolio-mcp — Retrieves a text summary of your current portfolio.
add_holding crypto-portfolio-mcp — Adds a cryptocurrency holding.
get_price crypto-portfolio-mcp — Fetches the current price of a trading pair from Binance.
portfolio_value_history crypto-portfolio-mcp — Generates a PNG chart of portfolio value history.
register @aipp/mcp — Get an API key + 50 free credits
get_balance @aipp/mcp — Check credit balance
set_payee @aipp/mcp — Set Lightning Address for invoices
get_client_info @aipp/mcp — Get profile and payee info
create_paywall_challenge @aipp/mcp — Create L402 challenge + invoice
get_usage_forecast @aipp/mcp — Forecast + purchase recommendation
spend_credits @aipp/mcp — Spend credits (idempotent)

AI agent tool reliability // full index

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