AI agent tool reliability // full index

Tools

lab_safety_decree io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement decree of the lab safety act.
search_provision io.github.smilemin07/korean-rnd-regs-mcp — Searches for specific provisions across the covered regulations using a query.
get_provision_detail io.github.smilemin07/korean-rnd-regs-mcp — Retrieves the full text of a specific provision by its provision ID.
rnd_funding_standard io.github.smilemin07/korean-rnd-regs-mcp — Provides the standard for research and development fund usage.
simultaneous_research_limit io.github.smilemin07/korean-rnd-regs-mcp — Provides regulations on simultaneous research project limits.
facility_equipment_standard io.github.smilemin07/korean-rnd-regs-mcp — Provides standards for research facility and equipment management.
rnd_security_measures io.github.smilemin07/korean-rnd-regs-mcp — Provides security measures for national R&D projects.
performance_eval_act io.github.smilemin07/korean-rnd-regs-mcp — Provides the act on performance evaluation and management of national R&D projects.
tech_fee_integrated io.github.smilemin07/korean-rnd-regs-mcp — Provides integrated guidelines for technology fee collection and management.
sme_tech_fee io.github.smilemin07/korean-rnd-regs-mcp — Provides technology fee management regulations for SME R&D support projects.
ict_rnd_management io.github.smilemin07/korean-rnd-regs-mcp — Provides management regulations for information and communication R&D projects.
ict_research_ethics io.github.smilemin07/korean-rnd-regs-mcp — Provides regulations on research ethics for information and communication R&D.
health_tech_act io.github.smilemin07/korean-rnd-regs-mcp — Provides the act on promotion of health and medical technology R&D.
health_tech_decree io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement decree of the health and medical technology R&D act.
kdca_rnd_management io.github.smilemin07/korean-rnd-regs-mcp — Provides management regulations for KDCA R&D projects.
kdca_facility_equipment io.github.smilemin07/korean-rnd-regs-mcp — Provides facility and equipment management regulations for KDCA.
kdca_relay_operating io.github.smilemin07/korean-rnd-regs-mcp — Provides common operating guidelines for pan-government relay projects (KDCA copy).
sanhak_act io.github.smilemin07/korean-rnd-regs-mcp — Provides the act on industrial education and industry-academia-research cooperation promotion.
sanhak_decree io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement decree of the industry-academia-research cooperation act.
sanhak_rule io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement rules of the industry-academia-research cooperation act.
research_ethics_guideline io.github.smilemin07/korean-rnd-regs-mcp — Provides guidelines for securing research ethics.
corp_lab_act io.github.smilemin07/korean-rnd-regs-mcp — Provides the act on support for corporate research institutes and R&D departments.
corp_lab_decree io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement decree of the corporate research institute act.
corp_lab_rule io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement rules of the corporate research institute act.
research_industry_decree io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement decree of the research industry act.
research_industry_rule io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement rules of the research industry act.
performance_eval_decree io.github.smilemin07/korean-rnd-regs-mcp — 성과평가법 시행령 조회
search_manual io.github.smilemin07/korean-rnd-regs-mcp — Searches the National R&D Innovation Act manual for explanatory content.
get_manual_section io.github.smilemin07/korean-rnd-regs-mcp — Retrieves a specific section of the National R&D Innovation Act manual.
defense_tech_fee_notice io.github.smilemin07/korean-rnd-regs-mcp — Provides notice on defense technology fee calculation and collection procedures.
lab_safety_act io.github.smilemin07/korean-rnd-regs-mcp — Provides the act on the creation of a safe research environment.
lab_safety_rule io.github.smilemin07/korean-rnd-regs-mcp — Provides the enforcement rules of the lab safety act.
technical_aeo_score @ainyc/canonry — Get the score of a completed run
technical_aeo_pages @ainyc/canonry — Get pages from a run sorted by score
project_create @ainyc/canonry — Create a new project with a domain, country, and language
project_list @ainyc/canonry — List all projects in JSON format
technical_aeo_run @ainyc/canonry — Run a bounded Site Health scan for a project
technical_aeo_progress @ainyc/canonry — Check the progress of an active run
run_show @ainyc/canonry — Show details of a specific run
create_entities kenningai/mcp-neo4j-biomechanisms — Create nodes; type + properties validated against NODE_SCHEMAS.
delete_entities kenningai/mcp-neo4j-biomechanisms — DETACH DELETE by exact name; returns relationship count before delete.
delete_relations kenningai/mcp-neo4j-biomechanisms — Delete by (source, target, type).
create_relations kenningai/mcp-neo4j-biomechanisms — Create relationships; direction + properties validated.
get_schema kenningai/mcp-neo4j-biomechanisms — Live apoc.meta.schema introspection of the database.
read_cypher kenningai/mcp-neo4j-biomechanisms — Read-only Cypher; write intent rejected via EXPLAIN query-type check.
gds_create_projection kenningai/mcp-neo4j-biomechanisms — Project subgraph into the GDS catalog (filterable by node + rel types).
gds_drop_projection kenningai/mcp-neo4j-biomechanisms — Drop a projection. Always run after analysis.
gds_pagerank kenningai/mcp-neo4j-biomechanisms — Centrality — what is structurally most central?
gds_betweenness kenningai/mcp-neo4j-biomechanisms — Bridges — which nodes integrate otherwise separate regions?
list_node_types kenningai/mcp-neo4j-biomechanisms — Introspect schemas for every node type.
list_relation_types kenningai/mcp-neo4j-biomechanisms — Introspect direction constraints, properties, and enum values.
search kenningai/mcp-neo4j-biomechanisms — Fulltext search across all node types on name and description.
find_by_name kenningai/mcp-neo4j-biomechanisms — Exact-name lookup with relationships between found nodes.
gds_louvain kenningai/mcp-neo4j-biomechanisms — Communities — how does the evidence naturally cluster?
gds_wcc kenningai/mcp-neo4j-biomechanisms — Weakly connected components — are there disconnected islands?
home_overview nirholas/home-mcp — Read the whole house: floors, rooms, and per-room lighting, climate and security rollups. Call it first.
list_entities nirholas/home-mcp — List addressable entities, filtered by domain, area or query, each flagged guarded or not.
list_macros nirholas/home-mcp — List every scene and script the household already built.
call_service nirholas/home-mcp — Make one Home Assistant service call, through the gate.
run_macro nirholas/home-mcp — Resolve a phrase like 'good night' to this house's own scene, then run. dry_run to resolve only.
delete_by_shortcode Ibrohim-Bxone/graphify — Delete all chunks of an Instagram post from the knowledge base by its shortcode.
search_knowledge Ibrohim-Bxone/graphify — Semantic search over the local vector DB for prior decisions, prompts, and session summaries, scoped by default to the current project plus
save_memory Ibrohim-Bxone/graphify — Store a decision, summary, or note into the local vector DB.
list_memories Ibrohim-Bxone/graphify — List recently saved memories from the knowledge base.
delete_memory Ibrohim-Bxone/graphify — Remove an outdated memory by its internal ID.
get_identity Ukraine-Territorial-MCP/UA48020010010072548 — Офіційна назва, код і тип території.
get_sources Ukraine-Territorial-MCP/UA48020010010072548 — Джерело адміністративних даних.
get_basic_profile Ukraine-Territorial-MCP/UA48020010010072548 — Адміністративний профіль території.
ad-creative-image-generate ai.agentutility/mcp-synthforge — Generates ad creative images: SFW marketing visuals, concept images, and campaign thumbnails from prompts.
app-icon-image-generate ai.agentutility/mcp-synthforge — Generate app icon concepts, product marks, and launch visuals from a text prompt.
app-store-screenshot-expand ai.agentutility/mcp-synthforge — Expands mobile app screenshots into store, ad, and product-page layouts.
background-remover ai.agentutility/mcp-synthforge — Removes the background from product, portrait, and object images, returning alpha PNG foreground cutouts.
banner-image-expand ai.agentutility/mcp-synthforge — Stretches an existing product or brand photo into a wide banner, hero, or ad canvas.
blog-header-image-generate ai.agentutility/mcp-synthforge — Generates blog header images: SFW header images, newsletter visuals, and documentation illustrations.
book-cover-image-generate ai.agentutility/mcp-synthforge — Generates SFW book cover art concepts, genre mood boards, and launch visuals.
brand-logo-concept-image ai.agentutility/mcp-synthforge — Generates SFW logo concept boards, abstract marks, and brand direction visuals.
course-thumbnail-image-generate ai.agentutility/mcp-synthforge — Generates SFW course thumbnails, lesson covers, learning-path artwork, and academy launch visuals.
game-asset-concept-image ai.agentutility/mcp-synthforge — Game asset concept image API / character prop environment concept generator.
ad-banner-image-expand ai.agentutility/mcp-synthforge — Expands existing images into wide, square, or portrait ad banner placements.
background-remove ai.agentutility/mcp-synthforge — Removes the background from a public image URL and returns the subject with alpha transparency.
ecommerce-lifestyle-image-generate ai.agentutility/mcp-synthforge — Generates SFW ecommerce lifestyle scenes and ad visuals around product prompts.
email-header-image-expand ai.agentutility/mcp-synthforge — Expands existing product, event, or editorial images into wide email-header canvases.
event-poster-image-generate ai.agentutility/mcp-synthforge — Generates SFW event artwork, launch posters, and campaign backgrounds.
fashion-lookbook-image-generate ai.agentutility/mcp-synthforge — Generates SFW fashion visuals: clothing concepts, seasonal lookbook scenes, and ecommerce fashion creative.
flux-2-pro ai.agentutility/mcp-synthforge — Generates SFW images with Venice's flux-2-pro model on a dedicated endpoint.
gpt-image ai.agentutility/mcp-synthforge — Generates SFW images with Venice's gpt-image-2 model on a dedicated endpoint.
healthcare-campaign-image-generate ai.agentutility/mcp-synthforge — Generates SFW healthcare campaign images.
course-thumbnail-expand ai.agentutility/mcp-synthforge — Expands existing screenshots, instructor photos, or diagrams into 16:9 course thumbnails.
get_table_schema batou9150/ask_bigquery — Returns columns (type, mode, description, nested fields), partitioning, clustering, and a few sample rows.
estimate_query_cost batou9150/ask_bigquery — Dry-run: bytes scanned, estimated cost, referenced tables, and whether run_query would accept the query.
run_query batou9150/ask_bigquery — Runs a SELECT query after guardrails and returns rows as JSON.
list_tables batou9150/ask_bigquery — Returns tables and views in a dataset with description, row count and size.
list_datasets batou9150/ask_bigquery — Returns the allowlisted datasets with location and description.
create_doc ManuSNair788/Google Workspace MCP Server — Creates a Google Doc and inserts the given markdown/text.
draft_email ManuSNair788/Google Workspace MCP Server — Drafts an email securely in the authenticated user's outbox.
light__HassLightSet nirholas/home-bridge — Sets a light's brightness by name via Home Assistant
zig_langref gbrlpzz/zig-docs-mcp — Official Language Reference, fetched fresh for the specified section.
zig_update gbrlpzz/zig-docs-mcp — Upgrades the local toolchain. Dry-run is the default; applying requires dry_run=false, confirm=true.
zig_changelog gbrlpzz/zig-docs-mcp — What changed in the release.
zig_version_status gbrlpzz/zig-docs-mcp — Compares the local zig version with the latest upstream release.

AI agent tool reliability // full index

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