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80 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 2 | code-rag-mcp |
| 7 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 4 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 5 | repo-ctx osick/repo-ctx ctx-analyzectx-architecturectx-cycles+15 | 18 | 2026-07-28+ | 59/100 | D |
| 6 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 7 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 8 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 9 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 10 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 11 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 12 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 13 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 14 | paparats-mcp IBazylchuk/paparats-mcp get_git_historyget_project_statsget_symbol_graph+6 | 9 | 2026-07-28+ | 58/100 | D |
| 15 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 16 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 17 | augmented-codebase-indexer AperturePlus/augmented-codebase-indexer get_index_statusget_symbol_contextindex_codebase+4 | 7 | 2026-07-28+ | 57/100 | D |
| 18 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 19 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 20 | codebase-RAG bluewings1211/codebase-RAG check_index_status_toolclear_file_metadata_tooldiagnose_parser_health_tool+6 | 9 | 2026-07-28+ | 57/100 | D |
| 21 | contextplus-rs mrsufgi/contextplus-rs add_interlinked_contextattach_worktreecreate_relation+12 | 15 | <=2025-11-25 | 57/100 | D |
| 22 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 23 | dag-mcp-server VAMFI/dag-mcp-server compare_versionssearch_libraryvalidate_api | 3 | 2026-07-28+ | 57/100 | D |
| 24 | mycop AbdumajidRashidov/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 57/100 | D |
| 25 | rag-search-mcp boehpyk/rag-search-mcp get_documentlist_documentssearch_docs | 3 | 2026-07-28+ | 57/100 | D |
| 26 | tech-debt-master NikiforovAll/tech-debt-master tdm-get-itemtdm-list-itemstdm-remove-item+1 | 4 | <=2025-11-25 | 57/100 | D |
| 27 | vue-mcp joelbarmettlerUZH/vue-mcp ecosystem_searchnuxt_api_lookupnuxt_docs_search+11 | 14 | <=2025-11-25 | 57/100 | D |
| 28 | Context-Engine Context-Engine-AI/Context-Engine change_historycollection_mapcontext_search+15 | 18 | <=2025-11-25 | 56/100 | D |
| 29 | Daem0n-MCP 9thLevelSoftware/Daem0n-MCP add_context_triggeranalyze_impactbackfill_entities+28 | 31 | 2026-07-28+ | 56/100 | D |
| 30 | engram hiatamaworkshop/engram engram_flagengram_lsengram_pull+3 | 6 | 2026-07-28+ | 56/100 | D |
| 31 | jenkins-ai-optimizer karadHub/jenkins-ai-optimizer async_build_monitordiagnose_build_failurefilter_errors+7 | 10 | <=2025-11-25 | 56/100 | D |
| 32 | mcp-codebase-index NgoTaiCo/mcp-codebase-index check_indexenhance_promptenhancement_telemetry+6 | 9 | 2026-07-28+ | 56/100 | D |
| 33 | code-sage faxioman/code-sage analyze_codecheck_statusdelete_index+1 | 4 | <=2025-11-25 | 55/100 | D |
| 34 | eva-department-mcp-server mjfura/eva-department-mcp-server add_knowledge_nodeadd_knowledge_node_typedanalyze_and_update_knowledge_graph+7 | 10 | 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 | mcp-codesearch michaelkrauty/mcp-codesearch cleanup_orphanscode_searchdelete_collection+9 | 12 | <=2025-11-25 | 55/100 | D |
| 37 | mcp-roo-memory mcasdfgf/mcp-roo-memory desktop_focusdesktop_historydesktop_open+12 | 15 | <=2025-11-25 | 55/100 | D |
| 38 | skylakegrep danielchen26/skylakegrep agent_contextsearch | 2 | 2026-07-28+ | 55/100 | D |
| 39 | total-agent-memory vbcherepanov/total-agent-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 55/100 | D |
| 40 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 41 | coco-search VioletCranberry/coco-search analyze_search_pipelineclear_indexextract_dependencies+8 | 11 | <=2025-11-25 | 54/100 | D |
| 42 | context-sherpa hackafterdark/context-sherpa analyze_impact_triagecheck_rule_complianceclassify_repo_intent+6 | 9 | <=2025-11-25 | 54/100 | D |
| 43 | hexdocs-mcp bradleygolden/hexdocs-mcp check_embeddingsfetch_docsfulltext_search+2 | 5 | 2026-07-28+ | 54/100 | D |
| 44 | knot raultov/knot explore_filefind_callerslist_files+3 | 6 | 2026-07-28+ | 54/100 | D |
| 45 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 46 | lore-mcp manorit2001/lore-mcp get_message_rawget_patchsetget_thread_mbox+5 | 8 | 2025-06-18+ | 54/100 | D |
| 47 | mcp-chat-studio JoeCastrom/mcp-chat-studio call_mock_toolcreate_mock_from_collectioncreate_mock_server+21 | 24 | 2026-07-28+ | 54/100 | D |
| 48 | mcp-llm sammcj/mcp-llm ask_questiongenerate_codegenerate_code_to_file+1 | 4 | 2026-07-28+ | 54/100 | D |
| 49 | mcp-server RanisMinsafin/mcp-server find_classfind_kafka_listenersfind_method+3 | 6 | 2026-07-28+ | 54/100 | D |
| 50 | autodev-codebase anrgct/autodev-codebase additionoutline_codebasesearch_codebase | 3 | 2025-06-18+ | 53/100 | D |