Loading ToolBench
76 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | vault-mcp robbiemu/vault-mcp get_documentget_enclosing_sectionslist_files+3 | 6 | 2026-07-28+ | 78/100 |
| 2 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 3 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 4 | clangd-graph-rag 2015xli/clangd-graph-rag execute_cypher_querygenerate_embeddingsget_call_graph+11 | 14 | <=2025-11-25 | 68/100 | C |
| 5 | project-cortex mvp-joe/project-cortex cortex_exactcortex_filescortex_graph+2 | 5 | 2026-07-28+ | 68/100 | C |
| 6 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 7 | codesight camilojourney/codesight askconfighealth+3 | 6 | 2026-07-28+ | 66/100 | C |
| 8 | 1c-templates-mcp Desko77/1c-templates-mcp add_templatedelete_templateget_template+3 | 6 | <=2025-11-25 | 65/100 | C |
| 9 | Recall WKassebaum/Recall ingest_memoryrecall_memory | 2 | <=2025-11-25 | 63/100 | C |
| 10 | claude-total-recall danilop/claude-total-recall search_global_historysearch_project_history | 2 | 2026-07-28+ | 63/100 | C |
| 11 | cloudscape-docs-mcp prem676/cloudscape-docs-mcp cloudscape_read_doccloudscape_search_docs | 2 | <=2025-11-25 | 63/100 | C |
| 12 | context-portal GreatScottyMac/context-portal detect_workspaceget_active_contextget_decisions+14 | 17 | <=2025-11-25 | 63/100 | C |
| 13 | local-image-search-mcp edujbarrios/local-image-search-mcp find_similar_imagesget_image_detailsget_statistics+5 | 8 | <=2025-11-25 | 63/100 | C |
| 14 | kimi-mneme barrelc/kimi-mneme memory_by_conceptmemory_by_filememory_recall+4 | 7 | 2026-07-28+ | 62/100 | C |
| 15 | librarian-mcp a-pogany/librarian-mcp get_documentget_index_statussearch_documentation+1 | 4 | 2026-07-28+ | 62/100 | C |
| 16 | VectorCode Davidyz/VectorCode list_collectionsls_filesquery_tool+2 | 5 | <=2025-11-25 | 61/100 | C |
| 17 | jqassistant-graph-rag 2015xli/jqassistant-graph-rag execute_cypher_querygenerate_embeddingsget_graph_schema+3 | 6 | <=2025-11-25 | 61/100 | C |
| 18 | zotero-code-execution kerim/zotero-code-execution comprehensive_searchfilter_by_criteriafind_items_by_authors+5 | 8 | 2026-07-28+ | 61/100 | C |
| 19 | kiro-total-recall danilop/kiro-total-recall search_cli_historysearch_global_historysearch_ide_history+1 | 4 | 2026-07-28+ | 60/100 | C |
| 20 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 21 | wikigen usesalt/wikigen get_docsindex_directoriessearch_docs | 3 | 2026-07-28+ | 58/100 | D |
| 22 | archilles kasssandr/archilles compute_annotation_hashdetect_duplicatesexport_bibliography+11 | 14 | <=2025-11-25 | 57/100 | D |
| 23 | augmented-codebase-indexer AperturePlus/augmented-codebase-indexer get_index_statusget_symbol_contextindex_codebase+4 | 7 | 2026-07-28+ | 57/100 | D |
| 24 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 25 | devdocs-rag-mcp ahardy42/devdocs-rag-mcp collection_statsget_doc_contextingest_docs+2 | 5 | <=2025-11-25 | 57/100 | D |
| 26 | faulkner-db Platano78/faulkner-db add_decisionadd_decision_jsonadd_failure+7 | 10 | <=2025-11-25 | 57/100 | D |
| 27 | promptbook-mcp isaacpalomero/promptbook-mcp create_promptfind_similar_promptsget_library_stats+6 | 9 | <=2025-11-25 | 57/100 | D |
| 28 | Corbell Corbell-AI/Corbell code_searchget_architecture_contextgraph_query+1 | 4 | 2026-07-28+ | 56/100 | D |
| 29 | Daem0n-MCP 9thLevelSoftware/Daem0n-MCP add_context_triggeranalyze_impactbackfill_entities+28 | 31 | 2026-07-28+ | 56/100 | D |
| 30 | jenkins-ai-optimizer karadHub/jenkins-ai-optimizer async_build_monitordiagnose_build_failurefilter_errors+7 | 10 | <=2025-11-25 | 56/100 | D |
| 31 | llmc vmlinuzx/llmc edit_blockget_metricsinspect_code+18 | 21 | <=2025-11-25 | 56/100 | D |
| 32 | ultrasync darvid/ultrasync add_symbolcompute_hashdelete_file+6 | 9 | <=2025-11-25 | 56/100 | D |
| 33 | PyRag nateislas/PyRag diagnosesearch_docs | 2 | <=2025-11-25 | 55/100 | D |
| 34 | eMCP-Nexus huzaifa1-0/eMCP-Nexus access_protected_toolcheck_tool_accesscreate_tool+5 | 8 | 2026-07-28+ | 55/100 | D |
| 35 | fish-bridge-mcp MakeaMouse/fish-bridge-mcp add_nodeexport_sessionget_context+6 | 9 | 2026-07-28+ | 55/100 | D |
| 36 | total-agent-memory vbcherepanov/total-agent-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 55/100 | D |
| 37 | rewrite-claude-assisted glebmish/rewrite-claude-assisted find_recipesget_recipetest_connection | 3 | <=2025-11-25 | 54/100 | D |
| 38 | kuzu-memory bobmatnyc/kuzu-memory kuzu_enhancekuzu_learnkuzu_recall+3 | 6 | <=2025-11-25 | 53/100 | D |
| 39 | noory-ai noory-code/noory-ai rag_delete_filerag_diff_filesrag_get_settings+3 | 6 | 2026-07-28+ | 53/100 | D |
| 40 | vector-index-mcp synonymouse/vector-index-mcp get_statussearch_indextrigger_index | 3 | <=2025-11-25 | 53/100 | D |
| 41 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 42 | MCP_Server tech75rus/MCP_Server clear_collectionget_available_modelsget_collection_info+7 | 10 | <=2025-11-25 | 50/100 | D |
| 43 | mini_claude 20alexl/mini_claude audit_batchclaude_engram_statuscontext+13 | 16 | 2026-07-28+ | 50/100 | D |
| 44 | ctxai vs4vijay/ctxai bashgit_addgit_branch+8 | 11 | 2026-07-28+ | 49/100 | F |
| 45 | mcp-vector-search bobmatnyc/mcp-vector-search analyze_fileanalyze_projectanalyze_tests+25 | 28 | <=2025-11-25 | 49/100 | F |
| 46 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 47 | windtools-mcp ZahidGalea/windtools-mcp get_initialization_statusindex_repositorylist_dir+1 | 4 | <=2025-11-25 | 49/100 | F |
| 48 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 49 | claude-engram 20alexl/claude-engram audit_batchclaude_engram_statuscontext+13 | 16 | 2026-07-28+ | 47/100 | F |
| 50 | bitwise-mcp MichaelAyles/bitwise-mcp find_registeringest_docslist_docs+2 | 5 | 2026-07-28+ | 46/100 | F |