Loading ToolBench
408 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 52 | VectorCode Davidyz/VectorCode list_collectionsls_filesquery_tool+2 | 5 | <=2025-11-25 | 61/100 | C |
| 53 |
| awos-recruitment provectus/awos-recruitment search_capabilities |
| 1 |
| 2026-07-28+ |
| 61/100 |
| C |
| 54 | ctxvault Filippo-Venturini/ctxvault list_docslist_skillslist_vaults+5 | 8 | <=2025-11-25 | 61/100 | C |
| 55 | kb-arena xmpuspus/kb-arena job_statuslist_corporalist_strategies+3 | 6 | 2026-07-28+ | 61/100 | C |
| 56 | mnemotree kurcontko/mnemotree forgetget_memorylist_memories+5 | 8 | 2026-07-28+ | 61/100 | C |
| 57 | ragatool rykhalskyi/ragatool add_factadd_table_of_contentsadd_to_collection+7 | 10 | <=2025-11-25 | 61/100 | C |
| 58 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 59 | tribal_mcp_server agentience/tribal_mcp_server delete_errorfind_similar_errorsget_api_status+3 | 6 | <=2025-11-25 | 61/100 | C |
| 60 | vast-rag ssotoa70/vast-rag get_documentlist_collectionssearch_docs | 3 | <=2025-11-25 | 61/100 | C |
| 61 | zotero-code-execution kerim/zotero-code-execution comprehensive_searchfilter_by_criteriafind_items_by_authors+5 | 8 | 2026-07-28+ | 61/100 | C |
| 62 | Gobble JohnZolton/Gobble book_informationembed_bookget_transcript+15 | 18 | <=2025-11-25 | 60/100 | C |
| 63 | agent-tutorial TuebingenAICenter/agent-tutorial add_documentdelete_documentsget_full_text+3 | 6 | 2026-07-28+ | 60/100 | C |
| 64 | consciousness one710/consciousness add_to_scoped_memoryadd_to_universal_memoryclear_scoped_memory+5 | 8 | 2026-07-28+ | 60/100 | C |
| 65 | highway-capacity-manual-mcp crosstraffic/highway-capacity-manual-mcp analyze_facilitybatch_query_hcmcall_tool+14 | 17 | 2026-07-28+ | 60/100 | C |
| 66 | infomesh dotnetpower/infomesh crawl_urlfact_checkfetch_page+2 | 5 | <=2025-11-25 | 60/100 | C |
| 67 | memory-mcp chenxiaofie/memory-mcp memory_add_entitymemory_cache_messagememory_close_episode+10 | 13 | 2026-07-28+ | 60/100 | C |
| 68 | pipecat-code-mcp-server vr000m/pipecat-code-mcp-server check_deprecationget_code_snippetget_doc+5 | 8 | 2026-07-28+ | 60/100 | C |
| 69 | pipecat-context-hub pipecat-ai/pipecat-context-hub check_deprecationget_code_snippetget_doc+5 | 8 | 2026-07-28+ | 60/100 | C |
| 70 | reddit-research-mcp king-of-the-grackles/reddit-research-mcp create_feeddelete_feeddiscover_operations+11 | 14 | 2025-06-18+ | 60/100 | C |
| 71 | resume-mcp-server bugparty/resume-mcp-server analyze_jd_toolbuild_vector_index_toolcompile_resume_pdf_tool+19 | 22 | <=2025-11-25 | 60/100 | C |
| 72 | vtk-mcp Kitware/vtk-mcp get_vtk_class_info_cppget_vtk_class_info_pythonis_dsl_prompt+27 | 30 | <=2025-11-25 | 60/100 | C |
| 73 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 74 | RIGEL Zerone-Laboratories/RIGEL create_and_execute_programcreate_temp_programcreate_tool+7 | 10 | 2026-07-28+ | 59/100 | D |
| 75 | flame-mcp abrahamADSK/flame-mcp execute_pythonget_project_infoget_session_stats+7 | 10 | 2026-07-28+ | 59/100 | D |
| 76 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 77 | mcp-memory-server insomnolence/mcp-memory-server add_documentcleanup_expired_memoriesdeduplicate_memories+26 | 29 | <=2025-11-25 | 59/100 | D |
| 78 | obsidian-rag-mcp danielscholl/obsidian-rag-mcp explore_connected_conclusionsget_conclusion_traceget_note+6 | 9 | <=2025-11-25 | 59/100 | D |
| 79 | vector-knowledge-base-mcp-server akvo/vector-knowledge-base-mcp-server greetingquery_knowledge_base | 2 | 2026-07-28+ | 59/100 | D |
| 80 | zenn-hackathon-search yh00722/zenn-hackathon-search analyze_tech_stacksget_award_commentsget_leaderboard+11 | 14 | 2026-07-28+ | 59/100 | D |
| 81 | Search-MCP aratnasamy/Search-MCP list_directoriessearch | 2 | 2026-07-28+ | 58/100 | D |
| 82 | VASPilot JiaxuanLiu-Arsko/VASPilot analyze_crystal_structurecreate_crystal_structurejson_approx_search_tool+3 | 6 | 2026-07-28+ | 58/100 | D |
| 83 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 84 | claude-context-local tazhate/claude-context-local get_file_chunkget_symbol_graphindex_project+2 | 5 | <=2025-11-25 | 58/100 | D |
| 85 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 86 | memorious-mcp cedricvidal/memorious-mcp forgetrecallstore | 3 | 2026-07-28+ | 58/100 | D |
| 87 | paper-intelligence Strand-AI/paper-intelligence convert_pdfembed_documentget_header_context+5 | 8 | 2026-07-28+ | 58/100 | D |
| 88 | roampal-core roampal-ai/roampal-core add_to_memory_bankdelete_memoryrecord_response+3 | 6 | <=2025-11-25 | 58/100 | D |
| 89 | wisdomforge hadv/wisdomforge retrieve_knowledge_contextstore_knowledge | 2 | 2026-07-28+ | 58/100 | D |
| 90 | AI-Research-Agent-UdaPlay LaurentVeyssier/AI-Research-Agent-UdaPlay evaluate_retrievalretrieve_all_gamesretrieve_game+1 | 4 | 2026-07-28+ | 57/100 | D |
| 91 | Smart_Code_Assistant WeiGuang-2099/Smart_Code_Assistant analyze_code_structureanalyze_impactbuild_code_graph+14 | 17 | <=2025-11-25 | 57/100 | D |
| 92 | arifosmcp ariffazil/arifosmcp arifos_list_resourcesarifos_read_resourcechroma_query+13 | 16 | 2026-07-28+ | 57/100 | D |
| 93 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 94 | cortex-xsiam-sdk-mcp-tools ciaran-finnegan/cortex-xsiam-sdk-mcp-tools download_contentfind_classifier_examplesfind_dependencies+16 | 19 | 2026-07-28+ | 57/100 | D |
| 95 | devdocs-rag-mcp ahardy42/devdocs-rag-mcp collection_statsget_doc_contextingest_docs+2 | 5 | <=2025-11-25 | 57/100 | D |
| 96 | etabs-mcp-server-local-embeddings PriyankGodhat/etabs-mcp-server-local-embeddings search_etabs_docs | 1 | <=2025-11-25 | 57/100 | D |
| 97 | long-term-memory-mcp Rotoslider/long-term-memory-mcp backup_memoriesdelete_memoryexport_memories+9 | 12 | <=2025-11-25 | 57/100 | D |
| 98 | obsidian-mcp-server Vasallo94/obsidian-mcp-server canvas.add_cardcanvas.add_edgecanvas.add_group+21 | 24 | <=2025-11-25 | 57/100 | D |
| 99 | pinrag ndjordjevic/pinrag add_document_toollist_collections_toollist_documents_tool+3 | 6 | <=2025-11-25 | 57/100 | D |
| 100 | promptbook-mcp isaacpalomero/promptbook-mcp create_promptfind_similar_promptsget_library_stats+6 | 9 | <=2025-11-25 | 57/100 | D |