Loading ToolBench
223 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | ZotSeek introfini/ZotSeek find_similarindex_statussearch | 3 | <=2025-11-25 | 83/100 | A |
| 2 | copilot-memory-mcp LabForgeDev/copilot-memory-mcp |
| 5 |
| <=2025-11-25 |
| 83/100 |
| A |
| 3 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 4 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 5 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 6 | coral-tpu-mcp marc-shade/coral-tpu-mcp classify_imageclassify_intentembed_text+3 | 6 | 2026-07-28+ | 59/100 | D |
| 7 | mcp-memory-server insomnolence/mcp-memory-server add_documentcleanup_expired_memoriesdeduplicate_memories+26 | 29 | <=2025-11-25 | 59/100 | D |
| 8 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 9 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 10 | multimodal-agents-course the-ai-merge/multimodal-agents-course ask_question_about_videoget_video_clip_from_imageget_video_clip_from_user_query+1 | 4 | 2026-07-28+ | 59/100 | D |
| 11 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 12 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 13 | pdf-toolbox patriciomartinns/pdf-toolbox configure_pdf_defaultsdescribe_pdf_sectionsread_pdf+1 | 4 | 2026-07-28+ | 59/100 | D |
| 14 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 15 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 16 | Claude-Innit tstephx/Claude-Innit admin_check_integrityadmin_syncfederated_search+11 | 14 | 2026-07-28+ | 58/100 | D |
| 17 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 18 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 19 | Search-MCP aratnasamy/Search-MCP list_directoriessearch | 2 | 2026-07-28+ | 58/100 | D |
| 20 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 21 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 22 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 23 | context-lens cornelcroi/context-lens add_documentlist_documentssearch_documents | 3 | <=2025-11-25 | 58/100 | D |
| 24 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 25 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 26 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 27 | mcp-insights-assistant hakant66/mcp-insights-assistant ingest_csvingest_pdfsearch_docs | 3 | <=2025-11-25 | 58/100 | D |
| 28 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 29 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 30 | personal-kb-mcp jason-weddington/personal-kb-mcp kb_askkb_bulk_updatekb_explore+13 | 16 | <=2025-11-25 | 58/100 | D |
| 31 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 32 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 33 | wikigen usesalt/wikigen get_docsindex_directoriessearch_docs | 3 | 2026-07-28+ | 58/100 | D |
| 34 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 35 | WebNexus LikhithV02/WebNexus crawl_websiteget_sourcessearch_documents | 3 | 2026-07-28+ | 57/100 | D |
| 36 | archilles kasssandr/archilles compute_annotation_hashdetect_duplicatesexport_bibliography+11 | 14 | <=2025-11-25 | 57/100 | D |
| 37 | augmented-codebase-indexer AperturePlus/augmented-codebase-indexer get_index_statusget_symbol_contextindex_codebase+4 | 7 | 2026-07-28+ | 57/100 | D |
| 38 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 39 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 40 | codebase-RAG bluewings1211/codebase-RAG check_index_status_toolclear_file_metadata_tooldiagnose_parser_health_tool+6 | 9 | 2026-07-28+ | 57/100 | D |
| 41 | contextplus-rs mrsufgi/contextplus-rs add_interlinked_contextattach_worktreecreate_relation+12 | 15 | <=2025-11-25 | 57/100 | D |
| 42 | 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 |
| 43 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 44 | devdocs-rag-mcp ahardy42/devdocs-rag-mcp collection_statsget_doc_contextingest_docs+2 | 5 | <=2025-11-25 | 57/100 | D |
| 45 | faulkner-db Platano78/faulkner-db add_decisionadd_decision_jsonadd_failure+7 | 10 | <=2025-11-25 | 57/100 | D |
| 46 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 47 | long-term-memory-mcp Rotoslider/long-term-memory-mcp backup_memoriesdelete_memoryexport_memories+9 | 12 | <=2025-11-25 | 57/100 | D |
| 48 | mcp-ragdocs rahulretnan/mcp-ragdocs add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 57/100 | D |
| 49 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 50 | mycop AbdumajidRashidov/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 57/100 | D |