Loading ToolBench
104 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | search.elixpo pollinations/search.elixpo deep_researchexport_research_pdffetch_pages+2 | 5 | 2026-07-28+ | 76/100 | B |
| 2 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 |
| <=2025-11-25 |
| 74/100 |
| B |
| 3 | definable.ai definableai/definable.ai browser_clear_inputbrowser_clickbrowser_click_by_text+25 | 28 | 2026-07-28+ | 73/100 | B |
| 4 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 5 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 6 | annal heyhayes/annal delete_memoryexpand_memoriesget_project_stats+6 | 9 | <=2025-11-25 | 70/100 | B |
| 7 | AgentGovernor veristamp/AgentGovernor create_directorydirectory_treeedit_file+8 | 11 | <=2025-11-25 | 59/100 | D |
| 8 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 9 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 10 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 11 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 12 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 13 | repo-ctx osick/repo-ctx ctx-analyzectx-architecturectx-cycles+15 | 18 | 2026-07-28+ | 59/100 | D |
| 14 | sugarlearning-mcp jernejk/sugarlearning-mcp complete_itemget_backlogget_item+12 | 15 | 2026-07-28+ | 59/100 | D |
| 15 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 16 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 17 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 18 | PlaudBlender Gunnarguy/PlaudBlender ask_chronosget_graphget_recording+8 | 11 | <=2025-11-25 | 58/100 | D |
| 19 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 20 | claude-qdrant-mcp marlian/claude-qdrant-mcp all_chunks_searchcatalog_searchchunks_search+1 | 4 | 2026-07-28+ | 58/100 | D |
| 21 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 22 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 23 | mcp-automem verygoodplugins/mcp-automem recall_memorystore_memory | 2 | 2026-07-28+ | 58/100 | D |
| 24 | mcp-cm3588 MasterVVK/mcp-cm3588 create_howtodocument_configget_changelog+8 | 11 | 2026-07-28+ | 58/100 | D |
| 25 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |
| 26 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 27 | paparats-mcp IBazylchuk/paparats-mcp get_git_historyget_project_statsget_symbol_graph+6 | 9 | 2026-07-28+ | 58/100 | D |
| 28 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 29 | wisdomforge hadv/wisdomforge retrieve_knowledge_contextstore_knowledge | 2 | 2026-07-28+ | 58/100 | D |
| 30 | Agent-langchain-rag-mcp-tools-boilerplate jadenitishraj/Agent-langchain-rag-mcp-tools-boilerplate brave_web_searchdelete_memoryget_contact_info+7 | 10 | 2026-07-28+ | 57/100 | D |
| 31 | ainstruct-mcp mbabic84/ainstruct-mcp create_collection_access_token_toolcreate_collection_tooldelete_collection_tool+13 | 16 | 2026-07-28+ | 57/100 | D |
| 32 | arifosmcp ariffazil/arifosmcp arifos_list_resourcesarifos_read_resourcechroma_query+13 | 16 | 2026-07-28+ | 57/100 | D |
| 33 | augmented-codebase-indexer AperturePlus/augmented-codebase-indexer get_index_statusget_symbol_contextindex_codebase+4 | 7 | 2026-07-28+ | 57/100 | D |
| 34 | codebase-RAG bluewings1211/codebase-RAG check_index_status_toolclear_file_metadata_tooldiagnose_parser_health_tool+6 | 9 | 2026-07-28+ | 57/100 | D |
| 35 | dag-mcp-server VAMFI/dag-mcp-server compare_versionssearch_libraryvalidate_api | 3 | 2026-07-28+ | 57/100 | D |
| 36 | genai-eshop-semantic-kernel mehdihadeli/genai-eshop-semantic-kernel HybridSearchProducts | 1 | 2026-07-28+ | 57/100 | D |
| 37 | mcp-a2a samuelvinay91/mcp-a2a calculatordatabase_queryfile_reader+2 | 5 | 2026-07-28+ | 57/100 | D |
| 38 | mcp-ragdocs rahulretnan/mcp-ragdocs add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 57/100 | D |
| 39 | rag-search-mcp boehpyk/rag-search-mcp get_documentlist_documentssearch_docs | 3 | 2026-07-28+ | 57/100 | D |
| 40 | reasonkit-core reasonkit/reasonkit-core delta_anchordelta_list_by_urldelta_lookup+7 | 10 | <=2025-11-25 | 57/100 | D |
| 41 | tonl-mcp-bridge kryptomrx/tonl-mcp-bridge calculate_savingsconvert_to_tonlparse_tonl | 3 | 2026-07-28+ | 57/100 | D |
| 42 | vue-mcp joelbarmettlerUZH/vue-mcp ecosystem_searchnuxt_api_lookupnuxt_docs_search+11 | 14 | <=2025-11-25 | 57/100 | D |
| 43 | Clouisle yunhai-dev/Clouisle ask_usercreate_memory_entitycreate_memory_relation+10 | 13 | 2026-07-28+ | 56/100 | D |
| 44 | Context-Engine Context-Engine-AI/Context-Engine change_historycollection_mapcontext_search+15 | 18 | <=2025-11-25 | 56/100 | D |
| 45 | Daem0n-MCP 9thLevelSoftware/Daem0n-MCP add_context_triggeranalyze_impactbackfill_entities+28 | 31 | 2026-07-28+ | 56/100 | D |
| 46 | DeepRetrieve Hariprasaadh/DeepRetrieve fallback_web_searchgenerate_answerget_knowledge_base_info+2 | 5 | 2026-07-28+ | 56/100 | D |
| 47 | dataproc-mcp dipseth/dataproc-mcp cancel_dataproc_jobcheck_active_jobscreate_cluster_from_profile+19 | 22 | 2026-07-28+ | 56/100 | D |
| 48 | engram hiatamaworkshop/engram engram_flagengram_lsengram_pull+3 | 6 | 2026-07-28+ | 56/100 | D |
| 49 | jenkins-ai-optimizer karadHub/jenkins-ai-optimizer async_build_monitordiagnose_build_failurefilter_errors+7 | 10 | <=2025-11-25 | 56/100 | D |
| 50 | mcp-codebase-index NgoTaiCo/mcp-codebase-index check_indexenhance_promptenhancement_telemetry+6 | 9 | 2026-07-28+ | 56/100 | D |