Loading ToolBench
97 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 2 | mcp-server |
| 9 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | VayuPress johalputt/VayuPress create_postdelete_postget_post+4 | 7 | 2026-07-28+ | 70/100 | B |
| 4 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 5 | blender-open-mcp dhakalnirajan/blender-open-mcp blender_ai_promptblender_create_objectblender_delete_object+10 | 13 | <=2025-11-25 | 69/100 | C |
| 6 | sparql-llm sib-swiss/sparql-llm access_sib_biodata_sparqlexecute_sparql_queryget_classes_schema+2 | 5 | 2026-07-28+ | 69/100 | C |
| 7 | MathModDB-MCP MaRDI4NFDI/MathModDB-MCP Batch_SPARQL_QueryExplore_OntologySPARQL_Query | 3 | 2026-07-28+ | 68/100 | C |
| 8 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 9 | greenroom chrisbrickey/greenroom categorize_genrescompare_llm_responsesdiscover_films+5 | 8 | 2026-07-28+ | 67/100 | C |
| 10 | advanced-writer angrysky56/advanced-writer apply_storyscope_revisionsbatch_revise_pathologiesbrainstorm_ideas+15 | 18 | 2026-07-28+ | 66/100 | C |
| 11 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 12 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 13 | ai-jam-sessions mcp-tool-shop-org/ai-jam-sessions auto_reharmonizecompose_panellist_songs+3 | 6 | 2026-07-28+ | 62/100 | C |
| 14 | jsboige-mcp-servers jsboige/jsboige-mcp-servers access_jina_resourceadd_cellcleanup_all_kernels+17 | 20 | <=2025-11-25 | 62/100 | C |
| 15 | Alexandria-mcp AIDataNordic/Alexandria-mcp get_book_listpingsearch_texts | 3 | <=2025-11-25 | 61/100 | C |
| 16 | kb-arena xmpuspus/kb-arena job_statuslist_corporalist_strategies+3 | 6 | 2026-07-28+ | 61/100 | C |
| 17 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 18 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 19 | qdrant-loader cbtw-apac/qdrant-loader expand_clusterfind_ticket_dependenciessearch | 3 | 2026-07-28+ | 60/100 | C |
| 20 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 21 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 22 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 23 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 24 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 25 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 26 | dataproc-mcp dipseth/dataproc-mcp cancel_dataproc_jobcheck_active_jobscreate_cluster_from_profile+19 | 22 | 2026-07-28+ | 56/100 | D |
| 27 | qdrant-neo4j-crawl4ai-mcp BjornMelin/qdrant-neo4j-crawl4ai-mcp crawl_web_pagecreate_graph_nodecreate_graph_relationship+6 | 9 | <=2025-11-25 | 56/100 | D |
| 28 | citysense olaflaitinen/citysense query_spatial_context | 1 | 2026-07-28+ | 55/100 | D |
| 29 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 30 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 54/100 | D |
| 31 | ai_writers_workshop angrysky56/ai_writers_workshop analyze_narrativeapply_symbolic_themecheck_fastagent_status+22 | 25 | <=2025-11-25 | 53/100 | D |
| 32 | cherry-evals marinone94/cherry-evals get_datasethybrid_search_exampleslist_datasets+2 | 5 | <=2025-11-25 | 53/100 | D |
| 33 | taleshed jpmoo/taleshed bookmarkcreate_nodeevaluate_consequences+9 | 12 | 2026-07-28+ | 53/100 | D |
| 34 | gemini-for-wp-free daviemania/gemini-for-wp-free exa_find_similarexa_get_contentsexa_search+10 | 13 | 2026-07-28+ | 52/100 | D |
| 35 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 36 | n8n-fabric ry-ops/n8n-fabric credential_createcredential_deletecredential_list+23 | 26 | 2026-07-28+ | 51/100 | D |
| 37 | pocket-data-scientist Real4LA/pocket-data-scientist compare_columnscorrelation_matrixdata_quality_report+10 | 13 | 2025-06-18+ | 51/100 | D |
| 38 | solr-mcp allenday/solr-mcp solr_list_collectionssolr_selectsolr_semantic_select+1 | 4 | <=2025-11-25 | 51/100 | D |
| 39 | undesirables-mcp-server sailorpepe/undesirables-mcp-server analyze_beatscreate_bannercreate_memory_relation+35 | 38 | <=2025-11-25 | 51/100 | D |
| 40 | mcp-openvto nkapila6/mcp-openvto search_by_querytry_on | 2 | <=2025-11-25 | 50/100 | D |
| 41 | ml-mcp PushPullCommitPush/ml-mcp creds_addcreds_create_vaultcreds_list+10 | 13 | 2026-07-28+ | 50/100 | D |
| 42 | crawlforge-mcp mysleekdesigns/crawlforge-mcp agentanalyze_contentbatch_scrape+28 | 31 | 2025-06-18+ | 49/100 | F |
| 43 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 44 | comfy-headless mcp-tool-shop-org/comfy-headless analyze_promptbuild_3d_workflowbuild_audio_separation_workflow+50 | 53 | 2026-07-28+ | 48/100 | F |
| 45 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 46 | MCP_Tool_Code_Interpreter_Generator SwetaAIS2024/MCP_Tool_Code_Interpreter_Generator analyze_json_schema_from_samplesapply_child_outputbuild_child_input+12 | 15 | <=2025-11-25 | 47/100 | F |
| 47 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 48 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 49 | fm-mcp-comfyui-bridge rerofumi/fm-mcp-comfyui-bridge generate_pictureget_captionget_picture+1 | 4 | 2026-07-28+ | 47/100 | F |
| 50 | mcp catalystneuro/mcp get_current_timeprocess_itemsreturn_string+1 | 4 | 2026-07-28+ | 47/100 | F |