Loading ToolBench
873 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | rag-ferrite lelabdev/rag-ferrite benchmarkcheck_ingestionchunk_qa+10 | 13 | <=2025-11-25 | 62/100 | C |
| 102 | socraticode giancarloerra/socraticode codebase_aboutcodebase_contextcodebase_context_index+24 | 27 |
| 62/100 |
| C |
| 103 | structsure BodieCoding/structsure generate_structured | 1 | 2026-07-28+ | 62/100 | C |
| 104 | the-librarian aka-kika/the-librarian librarian_brainstormlibrarian_findlibrarian_reindex+2 | 5 | 2026-07-28+ | 62/100 | C |
| 105 | HelixMind DancingTedDanson011/HelixMind spiral_compactspiral_contextspiral_relate+2 | 5 | <=2025-11-25 | 61/100 | C |
| 106 | OnionClaw christinminor459/OnionClaw analyze_nollmaskcheck_search_engines+14 | 17 | <=2025-11-25 | 61/100 | C |
| 107 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 108 | amanmcp Aman-CERP/amanmcp expand_contextgraph.queryindex_status+3 | 6 | 2026-07-28+ | 61/100 | C |
| 109 | claude-find Cavinooo/claude-find search_sessions | 1 | 2026-07-28+ | 61/100 | C |
| 110 | m3-memory skynetcmd/m3-memory agent_getagent_heartbeatagent_list+12 | 15 | 2026-07-28+ | 61/100 | C |
| 111 | mcp-ai-assistant gulabjamun04/mcp-ai-assistant calculateconvert_unitsextract_key_points+10 | 13 | <=2025-11-25 | 61/100 | C |
| 112 | mcp-local-llm aplaceforallmystuff/mcp-local-llm local_classifylocal_completelocal_draft+4 | 7 | 2026-07-28+ | 61/100 | C |
| 113 | omni-agent CubeStar1/omni-agent javaScriptToolprocess_documentrag_search+3 | 6 | 2026-07-28+ | 61/100 | C |
| 114 | paragraf-mcp khjohns/paragraf-mcp departementerforskrifthent_flere+7 | 10 | <=2025-11-25 | 61/100 | C |
| 115 | rag-app-on-aws genieincodebottle/rag-app-on-aws health_checkweb_search | 2 | 2026-07-28+ | 61/100 | C |
| 116 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 117 | Argentic-Search-Lab zvspuentus-rgb/Argentic-Search-Lab fetch_url_contextsearch_deepsearch_quick | 3 | 2026-07-28+ | 60/100 | C |
| 118 | Gobble JohnZolton/Gobble book_informationembed_bookget_transcript+15 | 18 | <=2025-11-25 | 60/100 | C |
| 119 | MCP-SERVER-FASTMCP-FASTAPI dabster108/MCP-SERVER-FASTMCP-FASTAPI delete_userget_all_usersget_user+3 | 6 | 2026-07-28+ | 60/100 | C |
| 120 | PA-major meghnamankotia/PA-major createCalendarEventcreateGoogleDocgenerateMindMap+7 | 10 | <=2025-11-25 | 60/100 | C |
| 121 | PDFMathTranslate PDFMathTranslate/PDFMathTranslate translate_pdf | 1 | <=2025-11-25 | 60/100 | C |
| 122 | albumentations-mcp Ramsi-K/albumentations-mcp augment_imageaugmentation_parseravailable_transforms_examples+15 | 18 | <=2025-11-25 | 60/100 | C |
| 123 | codebase-mcp danyQe/codebase-mcp edit_toolgit_toolindex_tool+5 | 8 | 2026-07-28+ | 60/100 | C |
| 124 | doc7 haunted-coder/doc7 ask_userauthorize_directoryconvert_document+7 | 10 | 2026-07-28+ | 60/100 | C |
| 125 | documentation-mcp mikkelkrogsholm/documentation-mcp list_collectionssearch_docs | 2 | 2026-07-28+ | 60/100 | C |
| 126 | engram aiconnai/engram memory_archive_tool_outputmemory_creatememory_expand+5 | 8 | 2026-07-28+ | 60/100 | C |
| 127 | kairn kairn-ai/kairn kn_addkn_connectkn_judge | 3 | 2026-07-28+ | 60/100 | C |
| 128 | mcp-engram-memory wyckit/mcp-engram-memory cognitive_statscollapse_clustercreate_cluster+12 | 15 | 2026-07-28+ | 60/100 | C |
| 129 | memorizer-v1 torangel/memorizer-v1 CreateProjectCreateRelationshipCreateWorkspace+9 | 12 | <=2025-11-25 | 60/100 | C |
| 130 | mindbridge-mcp pinkpixel-dev/mindbridge-mcp getSecondOpinionlistProviderslistReasoningModels | 3 | 2026-07-28+ | 60/100 | C |
| 131 | ollama-mcp rawveg/ollama-mcp ollama_chatollama_copyollama_create+10 | 13 | 2025-06-18+ | 60/100 | C |
| 132 | ragdocs-mcp andnp/ragdocs-mcp query_documentssearch_git_historysearch_with_hypothesis | 3 | 2026-07-28+ | 60/100 | C |
| 133 | ratatoskr-mcp-server sramkrishna/ratatoskr-mcp-server analyze_contact_communicationanalyze_imagecompose_email+15 | 18 | <=2025-11-25 | 60/100 | C |
| 134 | resume-mcp-server bugparty/resume-mcp-server analyze_jd_toolbuild_vector_index_toolcompile_resume_pdf_tool+19 | 22 | <=2025-11-25 | 60/100 | C |
| 135 | spyder-ai-assistant costantinoai/spyder-ai-assistant git.diffgit.loggit.status+11 | 14 | <=2025-11-25 | 60/100 | C |
| 136 | testmcpy preset-io/testmcpy execute_test_caselist_mcp_toolsload_test_suite | 3 | 2026-07-28+ | 60/100 | C |
| 137 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 138 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 139 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 140 | agent-mcp-deployment-templates aiagenta2z/agent-mcp-deployment-templates generate_covergenerate_social_imagetavily_search+3 | 6 | 2025-06-18+ | 59/100 | D |
| 141 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 142 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 143 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 144 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 145 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 146 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 147 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 148 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 149 | PlaudBlender Gunnarguy/PlaudBlender ask_chronosget_graphget_recording+8 | 11 | <=2025-11-25 | 58/100 | D |
| 150 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |