MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21351
verivus-oss
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
C 65 43 64 35 N/A 65 95
21352
dgalarza
YNAB MCP Server Claim
Enables AI assistants to help manage your You Need A Budget (YNAB) finances thr…
C 65 44 74 50 47 81
21353
vectra-ai-research
Connects AI assistants to the Vectra AI security platform to enable intelligent…
C 65 44 56 67 48 86
21354
pure-maple
modelmux Claim
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart ro…
C 65 43 60 38 N/A 67 95
21355
HenriqueCSouzza
Obsidian MCP Local Claim
Enables AI assistants to search, read, create, and modify Markdown notes in loc…
C 65 33 60 N/A N/A 35 95
21356
salvo10f
godotiq Claim
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 too…
C 65 33 54 N/A N/A 45 95
21357
Muvon
mcp-binance-futures Claim 1
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
C 65 44 53 75 48 82
21358
cortexaiofficial
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
C 65 33 48 N/A N/A 55 95
21359
examplary-ai
Provides AI assistants with access to Examplary's exam management platform, ena…
C 65 44 56 62 61 82
21360
cruxible-ai
cruxible-core Claim
Deterministic decision engine with receipts. Define rules in YAML, query a grap…
C 65 43 54 52 N/A 63 95
21361
Optisol-Business
Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and…
C 65 33 60 N/A N/A 35 95
21362
Stoops0311
Automate and accelerate Indian legal research with intelligent tools that searc…
C 65 43 60 70 N/A 30 92
21363
aelaguiz
URL Fetch MCP Claim 1
A Model Context Protocol (MCP) server that enables Claude or other LLMs to fetc…
C 65 44 72 58 39 82
21364
QuantGeekDev
Provides tools for AI agents to search, browse, and retrieve the full documenta…
C 65 33 60 N/A N/A 35 95
21365
tsvikas
Marvin MCP Server Claim
A server for managing and controlling Marvin, providing an interface for intera…
C 65 43 62 60 N/A 49 87
21366
mcp-security-standard
MCP Server Security Standard (MSSS): an open, testable security control standar…
C 65 33 54 N/A N/A 42 95
21367
besslframework-stack
project-tessera Claim
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
C 65 43 66 31 N/A 70 95
21368
iunera
druid-mcp-server Claim 1
AI-powered MCP server for Apache Druid cluster management and analytic
C 65 33 54 N/A N/A 72 75
21369
Utakata
Enables comprehensive management of Google Apps Script projects, including proj…
C 65 44 90 66 19 69
21370
rachitkumarrastogi
Unity MCP Server Claim 1
MCP server for Unity: project info, build scenes, agent docs. No Unity Editor. …
C 65 43 57 50 N/A 58 95
21371
meta-quest
Agent Tool and Skills for VR Development on Meta Quest
C 65 33 54 N/A N/A 45 95
21372
BjornMelin
A comprehensive unified knowledge management system integrating multiple data s…
C 65 33 58 N/A N/A 37 95
21373
zaizaizhao
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specificati…
C 65 44 54 63 64 80
21374
Techiral
OmniMind Claim
OmniMind: An open-source Python library for effortless MCP (Model Context Proto…
C 65 43 60 42 N/A 69 90
21375
heffrey78
D&D 5E MCP Server Claim 1
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
C 65 44 84 56 23 80
21376
aprilelevengo
swotpal-mcp-server Claim 1
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
C 65 33 57 N/A N/A 55 83
21377
OldJii
mcp-dock Claim
A cross-platform MCP Server manager for Cursor, Claude, Windsurf, Zed & TRAE. F…
C 65 33 52 N/A N/A 48 95
21378
ahmedeltaher
azan-mcp Claim 1
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP libr…
C 65 33 48 N/A N/A 54 95
21379
emmett-deen
Linear MCP Server Claim 2
A Model Context Protocol server implementation that enables AI assistants to in…
C 65 44 79 63 24 82
21380
Natfii
UnrealClaude Claim
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
C 65 33 54 N/A N/A 45 95 C
21381
MigoXLab
Dingo MCP Server
C 65 43 60 27 N/A 82 95
21382
selvage-lab
selvage Claim
An LLM-based code review MCP server with AST-powered smart context extraction
C 65 43 60 43 N/A 65 95
21383
interzoid
MCP server exposing 29 AI-powered Interzoid data quality APIs — company/name/ad…
C 65 44 84 37 46 82
21384
frankbolero
dotnet-dump-mcp Claim
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (C…
C 65 33 52 N/A N/A 46 95
21385
dgageot
ast-grep Claim
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
C 65 44 78 48 48 80
21386
samuelgursky
MCP server integration for DaVinci Resolve providing powerful tools for video e…
C 65 43 80 31 N/A 55 87
21387
mckinsey
vizro-mcp Claim
Tools and templates to create validated and maintainable data charts and dashbo…
C 65 43 60 30 N/A 79 96
21388
TheNextGenNexus
Search court records, patents, and trademarks for legal research
C 65 33 78 N/A N/A 21 83
21389
back1ply
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 65 33 50 N/A N/A 51 95
21390
qxchuckle
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent(Cursor、Claude Desktop 等)
C 65 33 50 N/A N/A 52 95
21391
nguyenvanduocit
Some useful tools for developer, almost everything an engineer need: confluence…
C 65 33 58 N/A N/A 38 95
21392
Liam-Deacon
zettelkasten-mcp Claim
Implements the Zettelkasten knowledge management methodology, allowing you to c…
C 65 44 64 57 53 83
21393
dundas
LivePort MCP Claim
Give AI agents access to your localhost dev server. Zero-config tunnel that wor…
C 65 33 56 N/A N/A 40 95
21394
jaivardhan1209
Enables comprehensive feature engineering for classification datasets with auto…
C 65 33 66 N/A N/A 25 95
21395
dhruvvenkat
A local MCP server that transforms an Obsidian vault into a structured learning…
C 65 33 62 N/A N/A 29 95
21396
daedalus
mcp-zmq Claim 1
MCP server for ZMQ messaging
C 65 33 39 N/A N/A 67 95
21397
martechery
Enables interaction with Google Ads through the Google Ads API using GCloud aut…
C 65 44 60 68 48 81
21398
ivanantigravity-lgtm
Nano Banana MCP server backed by Polza media and storage APIs.
C 65 33 42 N/A N/A 63 95
21399
atla-ai
Atla Claim
The Atla MCP Server provides a standardized interface for LLMs to interact with…
C 65 44 60 61 59 81
21400
Ucode-io
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
C 65 44 78 67 19 81
Showing 21351–21400 of 33537 servers
« Prev 1 426 427 428 429 430 671 Next »