MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23251
rishipradeep-think41
Enables comprehensive Google Drive operations including file management, conten…
C 60 44 54 61 40 81
23252
MostafaSuliman
TickTick MCP Server Claim 1
Enables AI assistants to manage TickTick tasks and projects through OAuth2 auth…
C 60 44 48 68 42 80
23253
joelverhagen
A sample MCP server using the MCP C# SDK. Generates random numbers and random w…
C 60 33 52 N/A N/A 26 95
23254
sh3ll3x3c
native-devtools-mcp Claim 1
MCP server for computer use & browser automation - screenshot, OCR, click, typ…
C 60 43 39 33 N/A 84 95
23255
stevearagonsite
Python Server MCP Claim
A cryptocurrency price service that provides real-time crypto pricing informati…
C 60 44 56 57 41 82
23256
paradoxsyn
rivemcp Claim 1
MCP server for creating and editing Rive (.riv) animation files. 139 tools for …
C 60 33 41 N/A N/A 47 95
23257
DitriXNew
EDT-MCP Claim
MCP for 1C:EDT
C 60 43 48 37 N/A 63 95
23258
UserB1ank
MCP server for managing interactive processes, enabling AI agents to start, int…
C 60 33 41 N/A N/A 47 95
23259
bbak
mcs-mcp Claim
Provide Monte-Carlo-Simulation and Flow Data diagnostics to AI Agents
C 60 43 54 27 N/A 72 92
23260
marcos-hein
MCP Holyrics Claim
Enables control and automation of Holyrics presentation software through natura…
C 60 33 48 N/A N/A 32 95
23261
nirholas
DeFi agent definitions JSON API - crypto trading portfolio management bots
C 60 43 58 15 N/A 78 95
23262
justmytwospence
ynab-mcp Claim 1
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage …
C 60 44 57 61 35 83
23263
budaesandrei
Desktop MCP Claim
Enables AI assistants to capture and analyze screen content across multi-monito…
C 60 43 60 55 N/A 19 95
23264
CoplayDev
Unity plugin for Coplay
C 60 33 50 N/A N/A 32 95
23265
Owen123-lang
Netmiko MCP Server Claim
Enables interaction with Cisco network devices through SSH using Netmiko. Suppo…
C 60 44 78 48 25 76
23266
Robbo-lab
Provides unit conversion tools (celsius/fahrenheit, kilometers/miles) via MCP, …
C 60 33 48 N/A N/A 35 95
23267
getagentseal
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, to…
C 60 33 52 N/A N/A 26 95
23268
umin-ai
Aggregates multiple remote Model Context Protocol endpoints and exposes them th…
C 60 44 58 56 41 81
23269
WillEhrendreich
SageFs Claim
Sage Mode for F# development — REPL with solution or project loading, Live Test…
C 60 43 58 26 N/A 64 92 F#
23270
severity1
argocd-mcp Claim
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, ena…
C 60 44 64 36 59 81
23271
succlz123
DeepCo Claim
A Chat Client for LLMs, written in Compose Multiplatform.
C 60 33 48 N/A N/A 32 95
23272
juststank
Enables programmatic management of FortiGate firewall devices through MCP, supp…
C 60 44 42 68 50 82
23273
procoders
test-server Claim 1
just a test of glama
C 60 33 50 N/A N/A 30 95
23274
krystofbe
rope-mcp-server Claim
Provides Python refactoring capabilities via the Rope library, enabling AI agen…
C 60 33 48 N/A N/A 32 95
23275
HavartiBard
Homelab MCP Claim
Provides unified access to multiple homelab services including Nginx Proxy Mana…
C 60 44 66 58 24 81
23276
techspawn
A WooCommerce (MCP) Model Context Protocol server
C 60 43 56 36 N/A 51 95
23277
M507
SamiGPT Claim
An AI-powered security operations platform that integrates with SIEM, EDR, and …
C 60 44 60 58 42 77
23278
ziglana
gRPC-zig Claim
blazigly fast gRPC/MCP client & server implementation in zig
C 60 43 54 35 N/A 57 95
23279
pgallar
A Model-Controller-Proxy server that acts as an intermediary between clients an…
C 60 44 62 67 19 81
23280
forcedotcom
mcp-hosted Claim
Salesforce Hosted MCP Servers
C 60 33 40 N/A N/A 47 95
23281
Nom-nom-hub
Provides AI coding agents with a secure, sandboxed environment for executing co…
C 60 44 84 40 26 76
23282
andybrandt
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his ass…
C 60 43 60 43 N/A 42 92
23283
JordanDalton
An MCP server that allows AI assistants to interact with the ServiceTitan API, …
C 60 43 53 68 N/A 16 95
23284
hideya
This server facilitates the invocation of AI models from providers like Anthrop…
C 60 43 60 31 N/A 58 89
23285
dontsovcmc
yandex-metrika Claim 2
MCP server for Yandex Metrika API — counters, goals, reports, segments, logs
C 60 33 59 N/A N/A 32 83
23286
ithiria894
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and C…
C 60 33 44 N/A N/A 42 95
23287
keleshteri
MCP Memory Server Claim 1
Gives AI coding assistants persistent memory, safety controls, and project awar…
C 60 43 78 33 N/A 25 90
23288
cporter202
The ultimate collection of APIs for building autonomous AI agents — 2,036 produ…
C 60 33 50 N/A N/A 29 95
23289
theo-nash
Claude Slack Claim
Enables structured team communication for Claude Code agents through Slack-like…
C 60 44 60 42 55 81
23290
theYahia
yandex-direct-mcp Claim 1
MCP server for Yandex.Direct API v5 enabling management of campaigns, ad groups…
C 60 33 45 55 83
23291
nahdd123uosackr
mcpfligh Claim
C 60 33 56 N/A N/A 21 95
23292
paulhkang94
markview Claim
Native macOS markdown preview app with MCP server. Open and render Markdown fil…
C 60 43 60 12 N/A 78 95
23293
Tylersuard
MCP-123 Claim
A minimal Python package for easily setting up and running MCP servers and clie…
C 60 44 66 62 22 81
23294
SiegKat
A multi-agent research system using a shared blackboard (belief store) for agen…
C 60 33 42 N/A N/A 45 95
23295
wefi-ai
eKYC Suite Claim
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.
C 60 33 56 N/A N/A 47 75
23296
medplum
mcp Claim
Securely access and manage FHIR healthcare data stored in Medplum.
C 60 44 54 32 80 82
23297
lineex
mcp-simple-pubmed Claim
C 60 43 64 35 N/A 42 95
23298
weibaohui
k8m Claim
Provides MCP multi-cluster Kubernetes management and operations, featuring a ma…
C 60 44 54 32 82 81
23299
n-irei
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
C 60 33 54 N/A N/A 24 95
23300
colliery-io
metis Claim
Flight Levels work management with MCP server integration for AI agents. CLI,…
C 60 43 64 31 N/A 48 95
Showing 23251–23300 of 67226 servers
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