MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46651
reejosamuel
Provides AI agents and LLM tools with direct read/write access to Obsidian Live…
46652
0x67108864
Enables AI agents to run research queries across multiple public sources (Hacke…
46653
zueai
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
81
46654
xlfish233
Memvid MCP Claim
MCP server providing cognitive memory storage with dual memory system (project …
N/A N/A
46655
OCA-BE
A standalone MCP server for SAP ABAP development and customizing that connects …
46656
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
46657
MemoriLabs
mcp-memori Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
81
46658
williamoliv
Enables searching and analyzing Brazilian sanctions across multiple registers (…
46659
Subrat2018
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
46660
caura-ai
Memclaw Claim
Governed shared memory platform for AI agents and agent fleets. Provides persis…
46661
inspizzz
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
81
46662
povesma
A PostgreSQL MCP server for AI agents that streams large result sets to CSV, en…
46663
AIops-tools
k8s AIops Claim
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audi…
N/A N/A
46664
pgupta1795
Converts OpenAPI specifications into MCP tools to access 3DSpace Engineering We…
46665
ahmad-act
Provides a framework for running multiple MCP servers using FastAPI, stdio, and…
46666
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
46667
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
46668
JerryWhites
Enables AI-moderated interviews that become cited, searchable transcripts, with…
46669
kokohbudi
Enables AI agents to securely authenticate with Google Tasks and perform full C…
N/A N/A
46670
shimmerjordan
A self-hosted MCP server that lets Claude (or any MCP client) drive Autodesk Fu…
N/A N/A
46671
onmokoworks
WizTree MCP Claim
Read-only MCP server that wraps WizTree's CSV export and adds disk-usage analys…
N/A N/A
46672
tron-infinex
Enables delegation of immediate conversational messages and long-running backgr…
81
46673
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
46674
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
46675
naft3r-101
Enables Claude Code to read and write issues on the Testing Platform via natura…
46676
Poppify
Photo-to-reel MCP for solo founders and SMBs. Upload 1–10 photos and get a capt…
46677
conductor-oss
Enables AI agents to create, execute, and analyze workflows on a Conductor inst…
46678
paolino
MCP server for memory management with process inspection and cleanup tools.
N/A N/A
46679
RhysSullivan
executor Claim
An integration layer for AI agents that provides a catalog of tools from variou…
N/A N/A
46680
la1av1a
Queries and compares non-covered medical fees by hospital, region, and procedur…
N/A N/A
46681
tzangms
shopline-mcp Claim
MCP server for the Shopline Open API. Exposes 140+ tools for querying and manag…
46682
YuSahrov
MCP server for Redmine integration, enabling AI assistants to manage issues, up…
N/A N/A
46683
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
46684
ddavidgao
resume-mcp Claim
MCP server for maintaining a professional profile database and generating tailo…
N/A N/A
46685
VonderVuflya
Yggdrasil Claim
Durable, local-first memory for AI coding agents over MCP. Zero-dependency (pur…
N/A N/A
46686
ziyarago
Bridges a RisalDash ESP32/ESP8266 device to MCP — every dashboard widget become…
N/A N/A
46687
CSOAI-ORG
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
N/A N/A
46688
SaiKrishnan-Bilue
Enables adding, reading, updating tasks via Claude with a SQLite backend.
N/A N/A
46689
pipeworx-io
Provides a Luhn check-digit validation tool for numeric strings such as credit …
46690
teacat99
提供交互式反馈MCP服务器,通过Web UI实现AI与用户的确认流程,提高开发效率并节省平台成本。
46691
inkan-tech
DebugPilot Claim
Enables AI agents to inspect debug state, control execution, and set breakpoint…
N/A N/A
46692
beatshon
MCP server that wraps VS Auto Trend API to provide trend data and concept brief…
46693
AiAgentKarl
MCP server for enterprise authentication and authorization — JWT validation, OI…
46694
atilcan
Enables real-time stock and options market data retrieval from Interactive Brok…
N/A N/A 95
46695
Ap0c123
WAHA MCP Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
N/A N/A 95
46696
AINative-Studio
Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.
N/A N/A
46697
nthankas
Enables natural language management of a Trello board for Fortis robotics, incl…
46698
vkuprin
site-spy Claim 1
MCP server for Site Spy — lets AI agents monitor websites for changes
N/A N/A 83
46699
meilSop
Provides tools for AI assistants to list, search, and get details of YApi inter…
N/A N/A
46700
achuthprince004
A powerful MCP server that enables AI agents to perform structured, multi-step …
Showing 46651–46700 of 66518 servers
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