AI agent tool reliability // full index

Tools

search_images stanfolaco-glitch/Jina AI Remote MCP Server — Search for images across the web (similar to Google Images) via Reader API
search_jina_blog stanfolaco-glitch/Jina AI Remote MCP Server — Search Jina AI news and blog posts at jina.ai/news
search_bibtex stanfolaco-glitch/Jina AI Remote MCP Server — Search for academic papers and return BibTeX citations (DBLP + Semantic Scholar)
expand_query stanfolaco-glitch/Jina AI Remote MCP Server — Expand and rewrite search queries based on the query expansion model via Reader API
parallel_read_url stanfolaco-glitch/Jina AI Remote MCP Server — Read multiple web pages in parallel for efficient content extraction via Reader API
parallel_search_web stanfolaco-glitch/Jina AI Remote MCP Server — Run multiple web searches in parallel for comprehensive topic coverage and diverse perspectives via Reader API
parallel_search_arxiv stanfolaco-glitch/Jina AI Remote MCP Server — Run multiple arXiv searches in parallel for comprehensive research coverage and diverse academic angles via Reader API
parallel_search_ssrn stanfolaco-glitch/Jina AI Remote MCP Server — Run multiple SSRN searches in parallel for comprehensive social science research coverage via Reader API
sort_by_relevance stanfolaco-glitch/Jina AI Remote MCP Server — Rerank documents by relevance to a query via Reranker API
deduplicate_strings stanfolaco-glitch/Jina AI Remote MCP Server — Get top-k semantically unique strings via Embeddings API and submodular optimization
classify_text stanfolaco-glitch/Jina AI Remote MCP Server — Classify texts into user-defined labels via Embeddings API
capture_screenshot_url stanfolaco-glitch/Jina AI Remote MCP Server — Capture high-quality screenshots of web pages via Reader API
guess_datetime_url stanfolaco-glitch/Jina AI Remote MCP Server — Analyze web pages for last update/publish datetime with confidence scores
search_web stanfolaco-glitch/Jina AI Remote MCP Server — Search the entire web for current information and news via Reader API
search_arxiv stanfolaco-glitch/Jina AI Remote MCP Server — Search academic papers and preprints on arXiv repository via Reader API
deduplicate_images stanfolaco-glitch/Jina AI Remote MCP Server — Get top-k semantically unique images via Embeddings API and submodular optimization
extract_pdf stanfolaco-glitch/Jina AI Remote MCP Server — Extract figures, tables, and equations from PDF documents (arXiv papers or any PDF URL) using layout detection
primer stanfolaco-glitch/Jina AI Remote MCP Server — Get current contextual information for localized, time-aware responses
read_url stanfolaco-glitch/Jina AI Remote MCP Server — Extract clean, structured content from web pages as markdown via Reader API
getIssue usmanzia7864561/GitHub MCP Server — Retrieves a GitHub issue by number
createIssueComment usmanzia7864561/GitHub MCP Server — Creates a comment on a GitHub issue
updateIssue usmanzia7864561/GitHub MCP Server — Updates a GitHub issue
listIssues usmanzia7864561/GitHub MCP Server — Lists GitHub issues for a repository
getPullRequest usmanzia7864561/GitHub MCP Server — Retrieves a GitHub pull request by number
createPullRequestComment usmanzia7864561/GitHub MCP Server — Creates a comment on a GitHub pull request
updatePullRequest usmanzia7864561/GitHub MCP Server — Updates a GitHub pull request
listPullRequests usmanzia7864561/GitHub MCP Server — Lists GitHub pull requests for a repository
listActions usmanzia7864561/GitHub MCP Server — Lists GitHub Actions workflows for a repository
getActionStatus usmanzia7864561/GitHub MCP Server — Gets the status of a GitHub Actions workflow run
getActionDetails usmanzia7864561/GitHub MCP Server — Gets detailed information about a GitHub Actions workflow run
cancelAction usmanzia7864561/GitHub MCP Server — Cancels a GitHub Actions workflow run
retryAction usmanzia7864561/GitHub MCP Server — Retries a GitHub Actions workflow run
search_jobs io.github.geraservicesuk/mcp-gerajobs — Search for jobs on GeraJobs
get_job io.github.geraservicesuk/mcp-gerajobs — Get details of a specific job listing
apply_job io.github.geraservicesuk/mcp-gerajobs — Apply for a job
list_categories io.github.geraservicesuk/mcp-gerajobs — List available job categories
list_countries io.github.geraservicesuk/mcp-gerajobs — List supported countries
post_job io.github.geraservicesuk/mcp-gerajobs — Post a new job listing
search_listings io.github.geraservicesuk/mcp-gerarent — Search for property listings across 50+ countries with filters.
list_countries io.github.geraservicesuk/mcp-gerarent — List all countries where GeraRent operates.
get_listing io.github.geraservicesuk/mcp-gerarent — Get detailed information about a specific property listing.
check_availability io.github.geraservicesuk/mcp-gerarent — Check availability for a specific listing on given dates.
book_listing io.github.geraservicesuk/mcp-gerarent — Book a property listing for specified dates. Requires authentication.
write_file michael-ra/toolahead — Creates or replaces a file and starts the next prediction
run michael-ra/toolahead — Runs approved tests, builds, and linters
list_files michael-ra/toolahead — Lists matching files
search michael-ra/toolahead — Searches file contents
read_file michael-ra/toolahead — Reads a file with line numbers
edit_file michael-ra/toolahead — Makes an exact edit and starts the next prediction
jira_list_projects Hopcos/jira-mcp-server — List Jira projects
jira_create_issue Hopcos/jira-mcp-server — Create a Jira issue
diagnose_plant_disease dewgod07-a11y/Greenfinger MCP Server — 증상 텍스트로 병해충 진단
diagnose_plant_by_image dewgod07-a11y/Greenfinger MCP Server — 사진 URL로 병해충 진단 (종 식별 포함)
identify_plant_by_image dewgod07-a11y/Greenfinger MCP Server — 사진 URL로 병해충 진단 없이 식물 종만 식별
get_plant_care_guide dewgod07-a11y/Greenfinger MCP Server — 식물별 물주기·햇빛·비료 가이드
get_seasonal_tips dewgod07-a11y/Greenfinger MCP Server — 월별 계절 원예 작업 안내
recommend_plants dewgod07-a11y/Greenfinger MCP Server — 공간·햇빛·목적 조건으로 식물 추천
design_garden_layout dewgod07-a11y/Greenfinger MCP Server — 공간 조건 기반 정원 레이아웃 설계
create_garden_schedule dewgod07-a11y/Greenfinger MCP Server — 관리 일정 등록(물주기는 계절별 간격 자동 반복) + 카카오 캘린더 연동 제안
send_garden_reminder dewgod07-a11y/Greenfinger MCP Server — 관리 알림 메시지 + 카카오톡 발송 제안
recommend_pot_size dewgod07-a11y/Greenfinger MCP Server — 식물에 맞는 화분 재질·사이즈·분갈이 시기 추천
diagnose_pot_condition dewgod07-a11y/Greenfinger MCP Server — 화분 증상(뿌리 노출·배수 불량 등) 기반 분갈이 시급도 진단
manage_my_pots dewgod07-a11y/Greenfinger MCP Server — 내가 키우는 화분 등록/목록조회/삭제
search_garden_materials dewgod07-a11y/Greenfinger MCP Server — 토양·비료·화분·도구 자재 안내
file_claim io.github.geraservicesuk/mcp-gerasure — File a claim against an existing policy.
get_quote io.github.geraservicesuk/mcp-gerasure — Get a microinsurance quote for a given country and coverage type.
purchase_policy io.github.geraservicesuk/mcp-gerasure — Purchase a microinsurance policy using a quote ID.
list_policies io.github.geraservicesuk/mcp-gerasure — List all policies for the authenticated user.
get_coverage_details io.github.geraservicesuk/mcp-gerasure — Get details about available coverage types in a country.
begin_transaction arieffian/postgres-mcp-server — Start a new transaction for write operations
ping arieffian/postgres-mcp-server — Check server connectivity and health
list_databases arieffian/postgres-mcp-server — List all databases in the PostgreSQL instance
list_schemas arieffian/postgres-mcp-server — List all schemas in the current database
list_tables arieffian/postgres-mcp-server — List tables in a schema, including regular, partitioned, and foreign tables
list_indexes arieffian/postgres-mcp-server — List indexes for a table
list_constraints arieffian/postgres-mcp-server — List constraints for a table
describe_table arieffian/postgres-mcp-server — Get composite description of a table: columns, primary key, foreign keys, indexes, constraints
commit arieffian/postgres-mcp-server — Commit the current transaction
rollback arieffian/postgres-mcp-server — Rollback the current transaction
execute arieffian/postgres-mcp-server — Execute INSERT, UPDATE, DELETE, or DDL within an open transaction
list_functions arieffian/postgres-mcp-server — List functions in a schema, excluding extension-installed functions
list_connections arieffian/postgres-mcp-server — List configured database connections
query arieffian/postgres-mcp-server — Execute a read-only SELECT query using a server-side cursor
browser_type Parithosh-Varma/browser-mcp — Type into a textbox / textarea, optionally press Enter
browser_press_key Parithosh-Varma/browser-mcp — Send keys: Enter, Escape, ArrowDown, Tab, Meta+K, …
browser_select_option Parithosh-Varma/browser-mcp — Pick values from a dropdown
browser_back Parithosh-Varma/browser-mcp — History navigation back
browser_forward Parithosh-Varma/browser-mcp — History navigation forward
browser_screenshot Parithosh-Varma/browser-mcp — Grab a PNG of the page
browser_hover Parithosh-Varma/browser-mcp — Hover an element (reveal hover menus)
browser_wait Parithosh-Varma/browser-mcp — Pause N seconds for transitions and animations
browser_get_console_logs Parithosh-Varma/browser-mcp — Console messages and page errors since the last call
browser_close Parithosh-Varma/browser-mcp — Close the controlled tab and detach
browser_navigate Parithosh-Varma/browser-mcp — Open a URL in the controlled tab, returns the page snapshot
browser_snapshot Parithosh-Varma/browser-mcp — Accessibility tree of the page, every element tagged with a ref
browser_click Parithosh-Varma/browser-mcp — Click an element by ref
find_references JFM.RoslynNavigator — Find all usages of a symbol
find_callers JFM.RoslynNavigator — Find direct callers of a method
find_overrides JFM.RoslynNavigator — Find overrides of virtual/abstract methods
find_dead_code JFM.RoslynNavigator — Detect unused types, methods, and properties (with filters)

AI agent tool reliability // full index

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