MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37201
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
— ○ ⏳ — — — — — —
37202
jasonbrelsford
Agent-to-agent bounty board: post tasks with stated rewards, fill them, first a…
— ○ ⏳ — — — — — —
37203
EvoMap
Exposes GEP (Genome Evolution Protocol) evolution capabilities to MCP-compatibl…
— ○ ⏳ — — — — — —
37204
oliverxuzy-ai
vault-mcp Claim
Enables personal knowledge management through Claude Desktop, allowing users to…
— ○ ⏳ — N/A N/A — — —
37205
Alex-R-A
A shared, concurrency-safe ledger for LLM code audits. It enables multiple agen…
— ○ ⏳ — N/A N/A — 95 —
37206
clauxel
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
— ○ ⏳ — — — — — —
37207
barrettclark
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
— ○ ⏳ — N/A N/A — — —
37208
vineetgoyalhuf
An official MCP server for ConnectMeGuru to search active travel eSIM packages,…
— ○ ⏳ — — — — 81 —
37209
Krushali1511
Enables creating Notion pages from natural language prompts via the Notion API,…
— ○ ⏳ — — — — — —
37210
Dmitriusan
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
— ○ ⏳ — — — — — —
37211
arjun-vegeta
AgenTest Claim
AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…
— ○ ⏳ — N/A N/A — — —
37212
ragalgo
server Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
— ○ ⏳ — N/A N/A — 95 —
37213
leadfuze
enrichment Claim
— ○ ⏳ — N/A N/A — 95 —
37214
nexgendata-apify
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
— ○ ⏳ — — — — 81 —
37215
michielinksee
cockpit-mcp Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
— ○ ⏳ — N/A N/A — — —
37216
cUDGk
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
— ○ ⏳ — N/A N/A — — —
37217
nullxnothing
solblade Claim
AI-native Solana wallet CLI with scoped MCP server, enabling AI agents to manag…
— ○ ⏳ — N/A N/A — — —
37218
AiAgentKarl
MCP server for enterprise authentication and authorization — JWT validation, OI…
— ○ ⏳ — — — — — —
37219
molpass
mcp-ziwei Claim
Calculates and returns a Ziwei Doushu (Purple Star Astrology) chart based on bi…
— ○ ⏳ — N/A N/A — — —
37220
AETS-MAGI
Manages multi_llm-client operations for MI25/gfx900 GPUs, enabling configuratio…
— ○ ⏳ — N/A N/A — — —
37221
verdier
Enables AI assistants to control and query smart home devices through Homey Pro…
— ○ ⏳ — N/A N/A — — —
37222
omardeiri-cell
A private MCP server that lets Claude generate images using Google Gemini/Image…
— ○ ⏳ — — — — — —
37223
BlockBeatsOfficial
A crypto data gateway for AI assistants, providing real-time newsflashes, artic…
— ○ ⏳ — — — — — —
37224
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
— ○ ⏳ — — — — — —
37225
FUYOH666
Adversarial autonomous DFIR. A court of AI agents — Prosecutor, Defender, Arbit…
— ○ ⏳ — N/A N/A — — —
37226
afshinator
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
— ○ ⏳ — N/A N/A — — —
37227
inboxapi
InboxAPI CLI Claim
Provides an AI agent with its own email address to send, receive, and manage em…
— ○ ⏳ — — — — — —
37228
purple-flea
identity-mcp Claim
MCP server that gives AI agents disposable email addresses and real phone numbe…
— ○ ⏳ — N/A N/A — — —
37229
yyu0310
lark-mcp Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
— ○ ⏳ — N/A N/A — — —
37230
bahri-hirfanoglu
mcpify Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
— ○ ⏳ — — — — — —
37231
laszlopere
Unit conversion and dimensional analysis backed by the bundled GNU units databa…
— ○ ⏳ — N/A N/A — — —
37232
MCP-Reasoner
MCP-ORTools Claim
Enables Large Language Models to submit and solve constraint satisfaction and o…
— ○ ⏳ — N/A N/A — — —
37233
naft3r-101
Enables Claude Code to read and write issues on the Testing Platform via natura…
— ○ ⏳ — — — — — —
37234
HarjjotSinghh
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
— ○ ⏳ — — — — — —
37235
lordolami
poldex Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
— ○ ⏳ — N/A N/A — — —
37236
XiangXi011
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
— ○ ⏳ — — — — — —
37237
b19805652
Image generation MCP server running on Cloudflare Workers, supporting multiple …
— ○ ⏳ — — — — — —
37238
AimenHallou
engain-mcp Claim
Enables programmatic Reddit growth campaign management via the Engain API, incl…
— ○ ⏳ — — — — — —
37239
AnanseLabs-Org
Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime,…
— ○ ⏳ — — — — — —
37240
sebastianall1977
gmail-mcp1 Claim
— ○ ⏳ — N/A N/A — 95 —
37241
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
— ○ ⏳ — — — — 81 —
37242
pipeworx-io
Enables searching and querying City of Henderson open geospatial datasets (parc…
— ○ ⏳ — — — — — —
37243
reidgoodbar
squire Claim
Remote runtimes for validation and offload jobs.
— ○ ⏳ — — — — 83 —
37244
Heretek-RE
re-dotnet Claim
MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolve…
— ○ ⏳ — N/A N/A — — —
37245
Mfrostbutter
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
— ○ ⏳ — — — — — —
37246
ehm-93
pixel-mcp Claim
Enables LLMs to create and edit pixel art reliably with support for layers, fra…
— ○ ⏳ — N/A N/A — — —
37247
boy-373
fuel-mcp Claim
China fuel prices: gasoline and diesel across all 31 provinces with adjustment …
— ○ ⏳ — — — — — —
37248
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
— ○ ⏳ — N/A N/A — — —
37249
VamsiSudhakaran1
release-gate Claim
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
— ○ ⏳ — N/A N/A — — —
37250
dmayan-ss
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
— ○ ⏳ — N/A N/A — — —
Showing 37201–37250 of 69419 servers
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