MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41251
mfdaves
okf-mcp Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
N/A N/A
41252
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
N/A N/A
41253
JoergKoester
An MCP server that provides AI assistants with direct access to FileMaker datab…
41254
MichaelEnny
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
N/A N/A
41255
SemyonSinchenko
A server implementation of MCP for Apache Spark that provides query plans and c…
N/A N/A
41256
Vanszs
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
N/A N/A
41257
danusiojr
MCP server that enables video analysis capabilities to Claude, including frame …
N/A N/A
41258
AAChibilyaev
Enables Claude and Claude Code to manage AACWorkflow tasks, agents, projects, s…
41259
sauravtom
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
N/A N/A
41260
commit-check
Enables validation of commit messages, branch names, author info, push safety, …
N/A N/A
41261
lemaiwo
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
41262
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
41263
andresfortunato
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
N/A N/A
41264
wyre-technology
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
41265
NoBanks
trane-mcp Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
41266
Unveil-gg
twine-mcp Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
N/A N/A
41267
anthony-chaudhary
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
N/A N/A
41268
Ondrej86
studio Claim
Design & price modular raised garden beds and walls: exact bill of materials, E…
41269
ryanda9910
erdlens Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
N/A N/A
41270
thebtf
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
N/A N/A
41271
luthersystems
Enables interaction with Buildium property management software through natural …
N/A N/A
41272
mehran-shabani
MCP Server Claim
A minimal Django project exposing MCP-style endpoints for listing and fetching …
41273
mttrly-hq
mttrly Claim
AI-powered incident management and server monitoring via MCP.
41274
Severin2k
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
41275
robertocirillo
Let existing MCP servers ask for missing required tool arguments through MCP el…
N/A N/A
41276
citizenofthecloud
MCP server for Citizen of the Cloud — agent identity verification, trust scorin…
41277
myunussheikhRS
Enables natural language interaction with Rocket Data Replicate and Sync (RDRS)…
N/A N/A
41278
Abhinav140203
Enables performing arithmetic operations (add, subtract, multiply, divide, powe…
41279
mysplitifi
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
N/A N/A
41280
Peakviker
bybit-mcp Claim
Provides a set of MCP tools to interact with the Bybit cryptocurrency exchange …
41281
alexlenk
Comprehensive development tools for Home Assistant, enabling file management, t…
41282
Subaru486desuwa
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
41283
vincentwongso
mt5-mcp Claim
An MCP server that lets an AI agent read your MetaTrader 5 account and place tr…
N/A N/A
41284
tun0000
An MCP server that provides real-time weather forecasts, weather warnings, and …
41285
vengat-0100
Enables remote MCP connections with GitHub OAuth authentication, providing tool…
41286
qneville
MCP-Gateway Claim
A simple gateway that connects to multiple child MCP servers and forwards tool …
N/A N/A
41287
lanyijianke
Tianji Claim
An MCP server that integrates hundreds of thinking models and frameworks to hel…
N/A N/A
41288
svgicons-com
320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports,…
41289
bong-u
An MCP server that connects a SilverBullet space over its HTTP filesystem API, …
41290
jerry-ai-dev
A pluggable, observable modular RAG framework exposing tools via MCP protocol f…
41291
CSOAI-ORG
secure-comms Claim
Enables secure communications with built-in EU AI Act compliance through the MC…
N/A N/A
41292
endmoseung
sociableWiki Claim
Public, agent-searchable knowledge base about AI-native software development, s…
N/A N/A
41293
HefnySco
Task Orchestrator MCP is a task orchestration server that helps AI agents execu…
N/A N/A
41294
xhulz
An MCP server for AI-powered game development tools, including combat balancing…
41295
chensiling
Windbg-MCP Claim
Enables AI-driven WinDbg kernel debugging via the Model Context Protocol, allow…
N/A N/A
41296
parnajaswanth227
Enables users to manage personal finances—tracking expenses, income, budgets, a…
N/A N/A
41297
effatico
A lightweight MCP server that provides coding copilots with access to GPT-5, Pe…
41298
coderman002
A secure, production-grade MCP server that provides filesystem operations, AST …
N/A N/A
41299
ema-security
Verifies AI agent wallets, domains and manifests before any transaction. Return…
N/A N/A 95
41300
bluetieroperations-create
Keyless hosted MCP: pre-signature x402 payment verdict (GO/HOLD/STOP) with a si…
67
Showing 41251–41300 of 67197 servers
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