AI agent tool reliability // full index

Tools

mcp-registry/io.github.industrial-aiops/iaiops-energy/read_iec104_point Read a single IEC-104 point (e.g., measured value or status) from a substation RTU.
mcp-registry/io.github.industrial-aiops/iaiops-energy/read_dnp3_point Read a single DNP3 point (analog input, binary input, counter, etc.) from an outstation.
mcp-registry/io.github.industrial-aiops/iaiops-energy/read_iec61850_data Read a data attribute from an IEC 61850 IED using MMS.
mcp-registry/io.github.infai-tech/vulnfeed/unmonitor_project Remove from monitoring
mcp-registry/io.github.infai-tech/vulnfeed/scan_project Auto-detect and scan all lockfiles in a directory
mcp-registry/io.github.infai-tech/vulnfeed/scan_lockfile Scan a specific lockfile
mcp-registry/io.github.infai-tech/vulnfeed/list_monitored See all monitored projects
mcp-registry/io.github.infai-tech/vulnfeed/check_package Check a single package for vulnerabilities
mcp-registry/io.github.infai-tech/vulnfeed/monitor_project Register for continuous monitoring
mcp-registry/io.github.infai-tech/vulnfeed/check_alerts New vulns since last scan
mcp-registry/io.github.infai-tech/vulnfeed/lookup_cve Detailed CVE info with EPSS + fix versions
mcp-registry/io.github.infai-tech/vulnfeed/update_deps Update snapshot after upgrading packages
mcp-registry/io.github.infoinlet-marketplace/mcp-browser-research/browse_url Fetch a page and return clean readable main-content text, optionally with links.
mcp-registry/io.github.infoinlet-marketplace/mcp-browser-research/web_search Perform semantic web search and return ranked results.
mcp-registry/io.github.infoinlet-marketplace/mcp-browser-research/deep_research Search the web, read top results, and synthesize a cited answer.
mcp-registry/io.github.infoinlet-marketplace/mcp-browser-research/extract_from_page Fetch a page and extract structured JSON according to a user instruction.
mcp-registry/io.github.infoinlet-marketplace/mcp-calendar/list_events List events from a Google Calendar.
mcp-registry/io.github.infoinlet-marketplace/mcp-calendar/delete_event Delete an event from a Google Calendar.
mcp-registry/io.github.infoinlet-marketplace/mcp-calendar/free_busy Get free/busy information for a calendar.
mcp-registry/io.github.infoinlet-marketplace/mcp-calendar/create_event Create a new event on a Google Calendar.
mcp-registry/io.github.infoinlet-marketplace/mcp-clickhouse/clickhouse_query Execute a read-only SQL query on ClickHouse.
mcp-registry/io.github.infoinlet-marketplace/mcp-clickhouse/clickhouse_list_tables List all tables in the configured database.
mcp-registry/io.github.infoinlet-marketplace/mcp-clickhouse/clickhouse_describe_table Describe the columns of a specific table.
mcp-registry/io.github.infoinlet-marketplace/mcp-clickhouse/clickhouse_table_stats Get row count and on-disk size for a table.
mcp-registry/io.github.infoinlet-marketplace/mcp-clickhouse/clickhouse_health Check if the ClickHouse server is reachable and healthy.
glama/strand-ai/paper-intelligence/process_paper Full pipeline: Convert PDF → Index headers → Create embeddings
glama/strand-ai/paper-intelligence/embed_document Create embeddings for semantic search
glama/strand-ai/paper-intelligence/convert_pdf Convert PDF to Markdown (without embeddings)
glama/strand-ai/paper-intelligence/get_paper_info Check processing status of a paper
glama/strand-ai/paper-intelligence/index_markdown Extract header hierarchy into searchable JSON
glama/strand-ai/paper-intelligence/search Unified search with grep and/or semantic RAG
mcp-registry/io.github.infoinlet-marketplace/mcp-codeaudit/scan_secrets Find leaked AWS/GitHub/OpenAI/Stripe keys, private keys, JWTs, assigned passwords in code/diffs (redacted findings + line numbers).
mcp-registry/io.github.infoinlet-marketplace/mcp-codeaudit/scan_dependencies Check a package.json (npm) or requirements.txt (PyPI) against the OSV.dev vulnerability database.
mcp-registry/io.github.infoinlet-marketplace/mcp-data/data_query Filter, select, and sort tabular data.
mcp-registry/io.github.infoinlet-marketplace/mcp-data/data_stats Compute descriptive statistics for numeric columns.
mcp-registry/io.github.infoinlet-marketplace/mcp-data/data_head Return first N rows of the dataset.
mcp-registry/io.github.infoinlet-marketplace/mcp-data/data_aggregate Group-by with sum, avg, count, min, max.
mcp-registry/io.github.infoinlet-marketplace/mcp-elasticsearch/es_search Execute a search query using Elasticsearch Query DSL.
mcp-registry/io.github.infoinlet-marketplace/mcp-elasticsearch/es_list_indices List all indices with their aliases and settings.
mcp-registry/io.github.infoinlet-marketplace/mcp-elasticsearch/es_mapping Get the mapping definition of an index.
mcp-registry/io.github.infoinlet-marketplace/mcp-elasticsearch/es_count Count documents matching a query.
mcp-registry/io.github.infoinlet-marketplace/mcp-elasticsearch/es_health Get cluster health status.
mcp-registry/io.github.infoinlet-marketplace/mcp-email/list_messages List email messages from the inbox.
mcp-registry/io.github.infoinlet-marketplace/mcp-email/read_message Read a specific email message by ID.
mcp-registry/io.github.infoinlet-marketplace/mcp-email/search_messages Search email messages by criteria.
mcp-registry/io.github.infoinlet-marketplace/mcp-email/send_email Send an email via SMTP.
glama/dar4datascience/duckdb-eurostat-mcp-server/get_dataflow_structure Get the structure (dimensions and concepts) of a specific dataset.
glama/dar4datascience/duckdb-eurostat-mcp-server/query_eurostat Query Eurostat data using natural language.
glama/dar4datascience/duckdb-eurostat-mcp-server/list_providers List all available Eurostat API endpoints/providers.
glama/dar4datascience/duckdb-eurostat-mcp-server/execute_sql Execute raw SQL queries against the DuckDB Eurostat database.
glama/dar4datascience/duckdb-eurostat-mcp-server/list_dataflows List available Eurostat datasets with optional filtering.
mcp-registry/io.github.infoinlet-marketplace/mcp-fetch/fetch_url Fetch a URL and return clean markdown, text, HTML, or JSON.
mcp-registry/io.github.infoinlet-marketplace/mcp-fetch/fetch_json Make a guarded REST call (GET/POST/...) and return parsed JSON.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/list_issues List issues for a repository.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/get_issue Get details of a specific issue.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/list_pull_requests List pull requests for a repository.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/get_pull_request Get details of a specific pull request.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/search_code Search for code across GitHub repositories.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/list_commits List commits for a repository.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/create_issue Create a new issue in a repository (only if GITHUB_WRITE_ALLOWED=true).
mcp-registry/io.github.infoinlet-marketplace/mcp-github/search_repositories Search for GitHub repositories by query.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/get_repository Get details of a specific repository.
mcp-registry/io.github.infoinlet-marketplace/mcp-github/get_file Get the content of a file from a repository.
mcp-registry/io.github.infoinlet-marketplace/mcp-image/generate_image Generate an image from a text prompt using Runware.
mcp-registry/io.github.infoinlet-marketplace/mcp-image/remove_background Remove the background from an image.
mcp-registry/io.github.infoinlet-marketplace/mcp-image/upscale_image Upscale an image to higher resolution.
glama/netanelhibsh/autotuesday-kb-mcp/kb_changes Get a feed of changes (who created/edited what and when), optionally filtered by workspace.
glama/netanelhibsh/autotuesday-kb-mcp/whoami Returns the current authenticated person and their role.
glama/netanelhibsh/autotuesday-kb-mcp/kb_list List knowledge base items with optional filters for workspace, kind, and visibility.
glama/netanelhibsh/autotuesday-kb-mcp/kb_read Read a single knowledge base item by ID, returning full body.
glama/netanelhibsh/autotuesday-kb-mcp/workspaces_list List all workspaces the current user has access to.
glama/netanelhibsh/autotuesday-kb-mcp/kb_write Create or update a knowledge base item. If 'id' is provided, updates; otherwise creates.
glama/netanelhibsh/autotuesday-kb-mcp/kb_history List all versions of a knowledge base item.
glama/netanelhibsh/autotuesday-kb-mcp/kb_rollback Roll back a knowledge base item to a previous version.
glama/netanelhibsh/autotuesday-kb-mcp/kb_search Full-text search across the knowledge base, filtered by RLS.
mcp-registry/io.github.infoinlet-marketplace/mcp-kafka/kafka_topic_offsets Get per-partition offsets (earliest, latest, and current consumer group offsets) for a topic.
mcp-registry/io.github.infoinlet-marketplace/mcp-kafka/kafka_list_topics List all topics in the Kafka cluster.
mcp-registry/io.github.infoinlet-marketplace/mcp-kafka/kafka_describe_topic Describe a specific topic, including partition count and replication factor.
mcp-registry/io.github.infoinlet-marketplace/mcp-kafka/kafka_list_groups List all consumer groups in the cluster.
mcp-registry/io.github.infoinlet-marketplace/mcp-kafka/kafka_consume_recent Peek the most recent messages from a topic (no offset commit).
mcp-registry/io.github.infoinlet-marketplace/mcp-kafka/kafka_health Check cluster health (broker connectivity, metadata).
mcp-registry/io.github.infoinlet-marketplace/mcp-knowledge-rag/usage Your key's usage/quota (trial vs. unlimited).
mcp-registry/io.github.infoinlet-marketplace/mcp-knowledge-rag/ingest Chunk + embed + index a document (dense + lexical lanes). Re-ingesting the same externalId replaces it. Optional permissionSet.
mcp-registry/io.github.infoinlet-marketplace/mcp-knowledge-rag/search Hybrid (dense + lexical) retrieval, filtered by caller permissions. Returns top chunks.
mcp-registry/io.github.infoinlet-marketplace/mcp-knowledge-rag/answer Grounded answer with [n] citations; refuses outside knowledge.
mcp-registry/io.github.infoinlet-marketplace/mcp-knowledge-rag/delete_document Remove all chunks of a document from both lanes.
mcp-registry/io.github.infoinlet-marketplace/mcp-knowledge-rag/workspace_stats Document/chunk counts + last index time.
glama/binoy154/mysql-mcp-server/insert_data Insert new records
glama/binoy154/mysql-mcp-server/update_data Update existing records
glama/binoy154/mysql-mcp-server/delete_data Delete records
glama/binoy154/mysql-mcp-server/connect_database Connect with custom credentials
glama/binoy154/mysql-mcp-server/select_query Execute SELECT queries with automatic LIMIT
glama/binoy154/mysql-mcp-server/execute_query Execute any SQL query (use carefully)
glama/binoy154/mysql-mcp-server/list_databases Show all available databases
glama/binoy154/mysql-mcp-server/use_database Switch to a specific database
glama/binoy154/mysql-mcp-server/switch_environment Switch the active DB environment (local, staging, preproduction, production)
glama/binoy154/mysql-mcp-server/list_tables List all tables in current database
glama/binoy154/mysql-mcp-server/describe_table Get detailed table schema
glama/binoy154/mysql-mcp-server/get_table_indexes View table indexes
glama/binoy154/mysql-mcp-server/get_foreign_keys View foreign key relationships

AI agent tool reliability // full index

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Tools