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705 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | rails-hyperdrive rails-hyperdrive/rails-hyperdrive describe_applist_modelslist_routes+5 | 8 | 2026-07-28+ | 79/100 |
| 2 | ai-dev-tools Lichens-Innovation/ai-dev-tools semantic-search-workspace-files | 1 | 2026-07-28+ | 78/100 | B |
| 3 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 4 | idea-reality-mcp mnemox-ai/idea-reality-mcp idea_check | 1 | 2026-07-28+ | 77/100 | B |
| 5 | agenticore The-Cloud-Clock-Work/agenticore agent_completionscancel_jobexecute_plan+6 | 9 | 2026-07-28+ | 76/100 | B |
| 6 | bothread AdamACE9/bothread cancel_handoffcheck_filesclaim_files+16 | 19 | <=2025-11-25 | 76/100 | B |
| 7 | MARM-Systems Lyellr88/MARM-Systems marm_code_contextmarm_code_lookupmarm_compaction+13 | 16 | <=2025-11-25 | 75/100 | B |
| 8 | leantoken morluto/leantoken filesoutlineread+1 | 4 | <=2025-11-25 | 75/100 | B |
| 9 | spm-search-mcp detailobsessed/spm-search-mcp get_package_readmelist_search_filterssearch_swift_packages | 3 | <=2025-11-25 | 75/100 | B |
| 10 | tiger-gh-mcp-server timescale/tiger-gh-mcp-server find_reposget_issueget_pull_request+5 | 8 | 2025-06-18+ | 75/100 | B |
| 11 | utility-mcp-server realmcpservers/utility-mcp-server generate_release_notes | 1 | 2026-07-28+ | 75/100 | B |
| 12 | ai-nexus mosesy5688-cell/ai-nexus free2aitools_comparefree2aitools_explainfree2aitools_rank+2 | 5 | 2026-07-28+ | 74/100 | B |
| 13 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 14 | github-projects-mcp Lexmata/github-projects-mcp add_draft_issueadd_existing_issuecreate_field+14 | 17 | 2026-07-28+ | 74/100 | B |
| 15 | gnosis-mcp nicholasglazer/gnosis-mcp delete_docget_contextget_doc+8 | 11 | 2026-07-28+ | 74/100 | B |
| 16 | kodit helixml/kodit kodit_api_docskodit_architecture_docskodit_commit_description+12 | 15 | 2026-07-28+ | 74/100 | B |
| 17 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 | <=2025-11-25 | 74/100 | B |
| 18 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 19 | mimirs TheWinci/mimirs annotateco_changecreate_checkpoint+19 | 22 | 2026-07-28+ | 73/100 | B |
| 20 | CTX halloffame12/CTX ctx_dependenciesctx_dependentsctx_project+3 | 6 | 2026-07-28+ | 72/100 | B |
| 21 | DocGraph Detective-XH/DocGraph docgraph_contextdocgraph_filesdocgraph_node+1 | 4 | 2026-07-28+ | 72/100 | B |
| 22 | core-memory-kit LH8PPL/core-memory-kit mk_citemk_expandmk_forget+10 | 13 | <=2025-11-25 | 72/100 | B |
| 23 | github-mcp-server guangxiangdebizi/github-mcp-server analyze_repository_structureread_repository_file | 2 | 2026-07-28+ | 72/100 | B |
| 24 | paradigm-memory infinition/paradigm-memory memory_create_nodememory_deletememory_delete_node+22 | 25 | 2026-07-28+ | 72/100 | B |
| 25 | Graft trailhq/Graft graft_check_freshnessgraft_file_apigraft_find_all+3 | 6 | 2026-07-28+ | 71/100 | B |
| 26 | Skill_Seekers yusufkaraaslan/Skill_Seekers generate_configlist_configsvalidate_config | 3 | 2026-07-28+ | 71/100 | B |
| 27 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 28 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 29 | fastapi-docs-mcp jaredthivener/fastapi-docs-mcp compare_fastapi_approachesget_fastapi_best_practicesget_fastapi_docs+3 | 6 | <=2025-11-25 | 71/100 | B |
| 30 | github-projectpulse-mcp alexbypa/github-projectpulse-mcp analyze_code_scanninganalyze_dependenciescheck_ci_status+4 | 7 | 2025-06-18+ | 71/100 | B |
| 31 | mcp-github-issues token-brain/mcp-github-issues add_issue_commentalivecreate_issue+9 | 12 | 2026-07-28+ | 71/100 | B |
| 32 | mcphub-api Tenormusica2024/mcphub-api get_health_historyget_serverget_usage+7 | 10 | 2026-07-28+ | 71/100 | B |
| 33 | pt-edge grahamrowe82/pt-edge aboutattack_chaincve_lookup+14 | 17 | 2026-07-28+ | 71/100 | B |
| 34 | vynix-mcp UseVynix/vynix-mcp add_commentcreate_github_issuecreate_share_link+14 | 17 | 2025-06-18+ | 71/100 | B |
| 35 | workspace-metabolism metabolism-tools/workspace-metabolism wm_auditwm_cleanwm_db_check+6 | 9 | 2026-07-28+ | 71/100 | B |
| 36 | codebase-memory yuga-hashimoto/codebase-memory forgetproject_summaryrecall+2 | 5 | 2026-07-28+ | 70/100 | B |
| 37 | context-bunker-mcp tonghaoch/context-bunker-mcp find_referencesfind_symbolfind_unused_code+13 | 16 | <=2025-11-25 | 70/100 | B |
| 38 | devflow-ai being-bilal/devflow-ai chat_with_agentcreate_calendar_eventcreate_dev_task+19 | 22 | 2026-07-28+ | 70/100 | B |
| 39 | docs-mcp-server arabold/docs-mcp-server cancel_jobfetch_urlfind_version+7 | 10 | 2026-07-28+ | 70/100 | B |
| 40 | herald kOlapsis/herald cancel_taskcheck_taskget_diff+7 | 10 | <=2025-11-25 | 70/100 | B |
| 41 | Cortex cdeust/Cortex recallremember | 2 | 2025-06-18+ | 49/100 | F |
| 42 | Devmind-MCP JochenYang/Devmind-MCP create_sessiondelete_contextexport_contexts+12 | 15 | 2026-07-28+ | 49/100 | F |
| 43 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 44 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |
| 45 | Recall edheltzel/Recall add_breadcrumbadd_decisionadd_learning+12 | 15 | 2026-07-28+ | 49/100 | F |
| 46 | agent-rules-mcp 4regab/agent-rules-mcp get_ruleslist_rules | 2 | <=2025-11-25 | 49/100 | F |
| 47 | agentcore-github-mcp ryannortham/agentcore-github-mcp call_github_toolenable_toolsetget_toolset_tools+2 | 5 | 2026-07-28+ | 49/100 | F |
| 48 | awesome-code-docs johnxie/awesome-code-docs build_manifestcheck_index_format_v2classify_tutorial_structure+12 | 15 | 2026-07-28+ | 49/100 | F |
| 49 | awesome-mcp-registry sunnamed434/awesome-mcp-registry ai_scorecommunity_scorecompute_trust+22 | 25 | 2026-07-28+ | 49/100 | F |
| 50 | code-read-mcp-server gdncomm-ruthsan-r/code-read-mcp-server analyze_api_endpointget_api_changesget_api_details+3 | 6 | 2026-07-28+ | 49/100 | F |