Loading ToolBench
44 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | code-graph-rag vitali87/code-graph-rag annotateask_agentcallees+30 | 33 | 2026-07-28+ | 69/100 | C |
| 2 | RagScore HZYAI/RagScore |
| 2 |
| 2026-07-28+ |
| 68/100 |
| C |
| 3 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |
| 4 | ollama-mcp JMRussas/ollama-mcp ollama_chatollama_generate | 2 | <=2025-11-25 | 67/100 | C |
| 5 | snippets cheolwanpark/snippets search | 1 | 2026-07-28+ | 67/100 | C |
| 6 | statelessagent sgx-labs/statelessagent find_similar_notesget_noteindex_stats+5 | 8 | 2026-07-28+ | 67/100 | C |
| 7 | ctxpp cavenine/ctxpp ctxpp_indexctxpp_search | 2 | 2026-07-28+ | 65/100 | C |
| 8 | mnemos-mcp ELSAKKK/mnemos-mcp get_document_infolist_documentssearch_context | 3 | 2026-07-28+ | 65/100 | C |
| 9 | skill-search sowhan/skill-search get_skillhealthreindex+1 | 4 | <=2025-11-25 | 65/100 | C |
| 10 | SecureContext iampantherr/SecureContext zc_batchzc_broadcastzc_execute+17 | 20 | <=2025-11-25 | 64/100 | C |
| 11 | claude-context zilliztech/claude-context clear_indexget_indexing_statusindex_codebase+1 | 4 | 2026-07-28+ | 64/100 | C |
| 12 | generator context-hub/generator project-switchprojects-listprompt-get+1 | 4 | <=2025-11-25 | 64/100 | C |
| 13 | greybeard btotharye/greybeard coach_communicationlist_packsreview_decision+1 | 4 | 2026-07-28+ | 64/100 | C |
| 14 | openclaw-hub openclaw-community/openclaw-hub add_servercreate_completioncreate_issue+25 | 28 | <=2025-11-25 | 64/100 | C |
| 15 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 16 | ChatCrystal ZengLiangYi/ChatCrystal get_noteget_relationslist_notes+4 | 7 | 2026-07-28+ | 63/100 | C |
| 17 | Cortex Remskill/Cortex cortex_deletecortex_initcortex_list_files+3 | 6 | 2026-07-28+ | 63/100 | C |
| 18 | Recall WKassebaum/Recall ingest_memoryrecall_memory | 2 | <=2025-11-25 | 63/100 | C |
| 19 | gentleman-book-mcp Alan-TheGentleman/gentleman-book-mcp build_semantic_indexget_book_indexlist_chapters+4 | 7 | 2026-07-28+ | 63/100 | C |
| 20 | ghost wcatz/ghost ghost_decision_listghost_decision_recordghost_health+14 | 17 | 2026-07-28+ | 63/100 | C |
| 21 | statelessagent rerecoy123/statelessagent create_handofffind_similar_notesget_note+9 | 12 | 2026-07-28+ | 63/100 | C |
| 22 | NexusBrain-MCP DiegoRiveraEstefano/NexusBrain-MCP analyze_blast_radiusget_execution_flowingest_path+3 | 6 | <=2025-11-25 | 62/100 | C |
| 23 | NexusMem yaminbkk/NexusMem get_statuslist_recent_memorylist_stale_suggestions+3 | 6 | 2025-06-18+ | 62/100 | C |
| 24 | aurora-grimoire KotDath/aurora-grimoire search_docs | 1 | 2026-07-28+ | 62/100 | C |
| 25 | claude-soul DomDemetz/claude-soul memory_journalmemory_recentmemory_save+12 | 15 | 2026-07-28+ | 62/100 | C |
| 26 | jsboige-mcp-servers jsboige/jsboige-mcp-servers access_jina_resourceadd_cellcleanup_all_kernels+17 | 20 | <=2025-11-25 | 62/100 | C |
| 27 | mcp-1c-v1 FSerg/mcp-1c-v1 search_1c_documentation | 1 | 2025-06-18+ | 62/100 | C |
| 28 | mnemos-mcp Tanush1912/mnemos-mcp get_document_infolist_documentssearch_context | 3 | 2026-07-28+ | 62/100 | C |
| 29 | qdrant-mcp-server No-Smoke/qdrant-mcp-server add_documentscreate_collectiondelete_collection+5 | 8 | 2026-07-28+ | 62/100 | C |
| 30 | socraticode giancarloerra/socraticode codebase_aboutcodebase_contextcodebase_context_index+24 | 27 | <=2025-11-25 | 62/100 | C |
| 31 | HelixMind DancingTedDanson011/HelixMind spiral_compactspiral_contextspiral_relate+2 | 5 | <=2025-11-25 | 61/100 | C |
| 32 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 33 | aiana ry-ops/aiana aiana_statusmemory_addmemory_feedback+5 | 8 | 2026-07-28+ | 61/100 | C |
| 34 | amanmcp Aman-CERP/amanmcp expand_contextgraph.queryindex_status+3 | 6 | 2026-07-28+ | 61/100 | C |
| 35 | claude-find Cavinooo/claude-find search_sessions | 1 | 2026-07-28+ | 61/100 | C |
| 36 | local-agent-viewer maxturazzini/local-agent-viewer get_interaction_detailsget_interactionskb_index+5 | 8 | 2026-07-28+ | 61/100 | C |
| 37 | onec-help-mcp rzateev/onec-help-mcp get_1c_platform_elementget_1c_platform_type_membersget_indexed_platform_versions+8 | 11 | <=2025-11-25 | 61/100 | C |
| 38 | documentation-mcp mikkelkrogsholm/documentation-mcp list_collectionssearch_docs | 2 | 2026-07-28+ | 60/100 | C |
| 39 | qdrant-loader cbtw-apac/qdrant-loader expand_clusterfind_ticket_dependenciessearch | 3 | 2026-07-28+ | 60/100 | C |
| 40 | ragdocs-mcp andnp/ragdocs-mcp query_documentssearch_git_historysearch_with_hypothesis | 3 | 2026-07-28+ | 60/100 | C |
| 41 | spyder-ai-assistant costantinoai/spyder-ai-assistant git.diffgit.loggit.status+11 | 14 | <=2025-11-25 | 60/100 | C |
| 42 | testmcpy preset-io/testmcpy execute_test_caselist_mcp_toolsload_test_suite | 3 | 2026-07-28+ | 60/100 | C |
| 43 | vtk-mcp Kitware/vtk-mcp get_vtk_class_info_cppget_vtk_class_info_pythonis_dsl_prompt+27 | 30 | <=2025-11-25 | 60/100 | C |
| 44 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |