MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30093
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61651
lemaiwo
Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core…
61652
alex2neo
Enables LLMs to read messages, discover channels, send messages, and monitor Di…
61653
engrtipusultan
An MCP server that dynamically registers prompt templates from local files and …
N/A N/A
61654
Yaskawa-Global
gui-user Claim
An MCP server for external computer-use that launches, observes, and interacts …
N/A N/A
61655
Mariner10
carter-mcp Claim
Enables AI assistants to author and push CAR-TER control surface layouts to pai…
N/A N/A
61656
VisionaryPOV
Grok2Blender Claim
Enables natural language control of Blender 4.2+ with vision feedback, allowing…
N/A N/A
61657
nicobailon
AI-powered code review server that analyzes git diffs and PRs with context from…
N/A N/A 95
61658
tylerjhayden
Model Context Protocol (MCP) server implementation demonstrating production-rea…
61659
m1bsvonmibenstein
An MCP server that lets an AI assistant run commands and transfer files over SS…
N/A N/A
61660
uitkhoanna
An MCP server that statically audits Solidity smart contracts for common vulner…
61661
sanjayshreeyans
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
N/A N/A
61662
CSOAI-ORG
fda-samd-mcp Claim 1
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
N/A N/A 81
61663
contacto291
AI agent platform: manage leads, conversations, bots, calendar and CRM via MCP.
61664
CSOAI-ORG
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
N/A N/A
61665
berry-13
Parses UEFN Verse build diagnostics from UnrealEditorFortnite.log and exposes s…
N/A N/A
61666
orthosie
Give your AI agent access to 150+ translators covering fictional languages, pop…
81
61667
claymore666
ccu-mcp Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
N/A N/A
61668
mpalermiti
claude-spend Claim
Provides tools for Claude to query local Claude Code token usage and cost data,…
N/A N/A
61669
CSOAI-ORG
Llm Compliance Comparison tools for AI agents. Capabilities: compare providers,…
N/A N/A
61670
cola314
yt2vlc-mcp Claim
Streams YouTube videos to VLC Media Player via MCP. Allows searching YouTube an…
N/A N/A
61671
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
N/A N/A 81
61672
ayush1298
MCP server for processing raw book notes into structured, searchable knowledge …
N/A N/A
61673
riku359
Enables AI coding agents to search and retrieve official CryoSPARC documentatio…
N/A N/A
61674
Kreo-one
A server template for deploying MCP servers on Cloudflare Workers with OAuth au…
N/A N/A
61675
1shanra1
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
N/A N/A
61676
subhamraj76
Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
N/A N/A
61677
DCC-BS
data-bs-mcp Claim
MCP server for querying Huwise/Opendatasoft data portals. Enables dataset searc…
N/A N/A
61678
acidkeyxyz
Generates random passwords with configurable character sets (all, alpha, number…
61679
kanopi
A Model Context Protocol (MCP) server for the CallRail API v3 that exposes call…
61680
tessera-llm
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
61681
man2service
taxfood-mcp Claim
Exposes public agency dining expense data from Korean public institutions, enab…
61682
IzzoIzzoIzzo
Provides tools to cache answers, run local compute, and retrieve stats, reducin…
N/A N/A
61683
knownothing20
Enables AI agents to remotely read/write files and execute commands on Linux se…
61684
theastraway
MIND Claim
Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligenc…
N/A N/A 83
61685
zuansah.munggaran
pripera Claim
N/A N/A 95
61686
reazon-rudel
Self-hosted MCP server for Slack using User OAuth Token, enabling message manag…
61687
FLASK-LLNL
FLASK-tools Claim
Provides a collection of MCP servers for computational chemistry tasks includin…
N/A N/A
61688
kpfitzgerald
Enables AI applications to interact with Instagram Business accounts programmat…
N/A N/A
61689
ThomasJanssen-tech
MCP_Server Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
61690
CSOAI-ORG
mica-crypto-mcp Claim 1
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
N/A N/A 81
61691
Wislist
Enables AI agents to manage AzurLaneAutoScript (ALAS) automation: start/stop pr…
N/A N/A
61692
CSOAI-ORG
mifid-ii-ai-mcp Claim 1
MiFID II Article 17 algorithmic trading + RTS 6 testing/risk controls + best ex…
N/A N/A 81
61693
sattua
MCP server that controls Blender via HTTP bridge, enabling 3D modeling, animati…
N/A N/A
61694
CSOAI-ORG
mitre-atlas-mcp Claim 1
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
N/A N/A 81
61695
wangyuxin0707
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
N/A N/A
61696
johnymontana
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
N/A N/A
61697
CyberT33N
Enables bounded local filesystem inspection, comparison, and mutation with sear…
N/A N/A
61698
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
61699
oborseth
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
61700
bsmi021
Fetches metadata and README documentation for NPM packages, with local caching …
Showing 61651–61700 of 62098 servers