MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20401
TrueCrimeDev
ahk-mcp Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
B 75 43 90 61 N/A 45 92
20402
DMontgomery40
bambu-printer-mcp Claim 1
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
B 75 43 81 70 N/A 55 87
20403
pickelfintech
mcp Claim 1
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector …
B 75 33 94 N/A N/A 34 83
20404
dtkmn
Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.
B 75 33 58 N/A N/A 75 95
20405
doossee
Invoker MCP Server Claim
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
B 75 33 74 N/A N/A 50 95
20406
ro-ro-b
DUAL MCP Server Claim
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
B 75 44 96 75 35 80
20407
Pentagonal-ai
pentagonal-mcp Claim
AI smart contract forge — 8-agent security audits, generation, and compilation …
B 75 33 70 N/A N/A 74 83
20408
Divinci-AI
opus-advisor-mcp Claim 1
An MCP server that enables Claude Code to consult Opus as a strategic advisor d…
B 75 33 63 N/A N/A 69 95
20409
Blackman99
agent-browser-mcp Claim
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
B 75 33 56 N/A N/A 79 95
20410
scalarian
oh-my-codex Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
B 75 33 72 N/A N/A 54 95
20411
jjang-ai
vmlx Claim 1
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
B 75 33 60 N/A N/A 73 95
20412
codeocean
Provides tools to search and execute Code Ocean capsules and pipelines while ma…
B 75 44 86 67 60 81
20413
cvrt-jh
clickup-mcp Claim
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
B 75 43 82 53 N/A 78 85
20414
Gennadiyev
STS2MCP Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
B 75 33 66 N/A N/A 65 95
20415
gregario
tft-oracle Claim
Teamfight Tactics champion, trait, item, and augment reference. 8 tools with fu…
B 75 33 72 N/A N/A 54 95
20416
actionhero
keryx Claim
Keryx: The Fullstack TypeScript Framework for MCP and APIs
B 75 33 60 N/A N/A 73 95
20417
andrewwgordon
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
B 75 33 76 N/A N/A 46 95
20418
onetrueclaude-creator
Scans markdown vaults to identify concepts mentioned but not defined, ranks gap…
B 75 33 72 N/A N/A 52 95
20419
gdamalis
A comprehensive MCP server for managing WordPress sites through the REST API, f…
B 75 43 88 71 N/A 40 89
20420
kydycode
A comprehensive MCP server that provides full integration between Claude and To…
B 75 44 100 57 47 81
20421
diaorui
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
B 75 44 96 72 40 77
20422
pangeacyber
Pangea MCP Server Claim 1
A Model Context Protocol server that provides Claude with access to Pangea's se…
B 75 44 69 75 77 81
20423
sarveshtalele
personal-finance Claim
54 robust financial calculators based on deterministic mathematical principles.
B 75 33 72 N/A N/A 55 95
20424
jevy
A server that integrates with Claude Desktop to enable real-time web research c…
B 75 43 100 46 N/A 43 95
20425
vquand
An MCP server that launches a lightweight localhost UI for interactive AI-assis…
B 75 33 75 N/A N/A 50 95
20426
asynkor
asynkor Claim
Coordination layer for AI coding agents working on the same codebase. Adds file…
B 75 33 78 43 95
20427
tulip
Tulip MCP Server Claim
Enables LLMs to interact with the Tulip manufacturing platform, providing acces…
B 75 44 90 62 60 80
20428
neogeweb3
code-health-suite Claim
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
B 75 33 84 N/A N/A 35 95
20429
alan-ho
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
B 75 33 90 N/A N/A 25 95
20430
joeleesuh
servers Claim
B 75 43 86 58 N/A 55 95
20431
SajmustafaKe
Frappe Dev MCP Server Claim 2
MCP server for Frappe/ERPNext development with AI assistance for DocTypes, benc…
B 75 43 81 70 N/A 51 92
20432
conan-io
conan-mcp Claim
Official MCP server for Conan C/C++ package manager. Create projects, manage de…
B 75 43 80 58 N/A 66 92
20433
AI-QL
mcp-devcontainers Claim 1
MCP server for generating and configuring development containers from devcontai…
B 75 33 61 73 95
20434
yyordanov-tradu
stock-scanner-mcp Claim 1
A modular MCP server providing 64 tools across 13 modules for real-time stock a…
B 75 33 84 72 67
20435
rog0x
mcp-lint-tools Claim
Code linting and style checking tools for AI agents, exposed as an MCP server. …
B 75 33 82 N/A N/A 37 95
20436
RichardLemmon
agent-team Claim
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command in…
B 75 33 76 N/A N/A 46 95
20437
LvcidPsyche
auto-browser Claim
Open-source MCP-native browser agent with human takeover via noVNC, reusable au…
B 75 33 54 N/A N/A 85 95
20438
20alexl
mini_claude Claim
Persistent memory and guardrails for Claude Code. Features mistake tracking, lo…
B 75 43 96 62 N/A 40 88
20439
pocketlantern
Blocker-aware decision layer for AI coding agents. Adds source-linked, time-sen…
B 75 33 60 N/A N/A 75 95
20440
xiaojiou176-open
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
B 75 33 54 N/A N/A 82 95
20441
firehydrant
Enables interaction with FireHydrant's incident management API through the Mode…
B 75 44 74 68 79 82
20442
msenol
gorev Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
B 75 43 94 32 N/A 75 95
20443
mailgun
Mailgun MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants like …
B 75 43 75 71 N/A 62 90
20444
indranilbanerjee
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
B 75 33 60 N/A N/A 74 95
20445
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
B 75 33 84 N/A N/A 32 95
20446
CiscoDevNet
Meraki Magic MCP Claim
A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to…
B 75 43 80 73 N/A 51 90
20447
SurgeEnterpriseAI
Microsoft Teams Claim
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
B 75 33 70 N/A N/A 55 95
20448
assafkip
huntkit Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
B 75 33 76 N/A N/A 45 95
20449
ValkDB
dbdense Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
B 75 33 72 N/A N/A 55 95
20450
CSOAI-ORG
EU Cyber Resilience Act product classifier MCP. Classifies PDEs into CRA hierar…
B 75 33 72 N/A N/A 53 95
Showing 20401–20450 of 66518 servers
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