MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35301
donbr
A temporally-aware knowledge graph MCP server for AI agents, enabling episodic …
N/A N/A
35302
budgetfitter
BudgetFitter Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
81
35303
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
35304
chaodonghu
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
N/A N/A
35305
JayantPrakash
SampleMCP Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
35306 N/A N/A 95
35307
naturalnet
Wedding Seat Claim
Anonymous, no-login wedding planning: create a project, add guests, auto-genera…
35308
hieudtr8
An MCP server for iOS simulator automation with reliable clipboard-based text i…
N/A N/A
35309
georgeherby
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
N/A N/A
35310
idleprocesscc
A local MCP server that gives Claude a durable reading room for EPUB and plain …
35311
shubham4038
A Model Context Protocol (MCP) server for PostgreSQL that provides safe, struct…
35312
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
N/A N/A
35313
oussama-kh
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
N/A N/A
35314
Kim-Kyowon
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
N/A N/A
35315
gkaffen338
oneshot-mcp Claim
Search receipt-verified agent build packs, with each pack's real M-of-N pass ra…
N/A N/A
35316
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
81
35317
Craftiee
MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactiv…
N/A N/A
35318
TN0123
one-shot-ui Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
N/A N/A
35319
axel-belfort
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
81
35320
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
N/A N/A
35321
pradeepmisal
Enables AI clients to interact with Autodesk Revit for building design, editing…
N/A N/A
35322
africanmarketos591
Relational-readiness and market-permission tools for African and high-context m…
35323
TestKAi005
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
35324
tiny-send
tinysend Claim
Email for agents: newsletters, subscribers, contacts, broadcasts. OAuth sign-in…
35325
gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from a…
N/A N/A
35326
team-headstart
Enables AI assistants to query, search, and analyze LinkedIn profiles from the …
35327
pfldy2850
Enables searching and retrieving metadata from OpenMetadata, including tables, …
35328
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
35329
Ak1Ena
db-memory Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
35330
SerifeusStudio
threlte-mcp Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
N/A N/A
35331
limtsi
Enables natural language automation of Cisco SD-WAN vManage, including device m…
35332
chenlinyang
A Model Context Protocol server that provides secure access to MySQL databases …
35333
AccountantInc
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
35334
Kryptoskatt
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
N/A N/A 95
35335
derekprovance
lifeup-mcp Claim
Enables Claude to interact with LifeUp Cloud API on your local network for task…
N/A N/A
35336
jacobhgruber-dev
Unified scholarly search across 60+ academic sources with citation formatting (…
35337
RayssaMansur
Specialized MCP server for digital marketing and social media management, enabl…
N/A N/A
35338
sprine
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
35339
stevesimpson418
A local MCP server for Todoist task management, enabling Claude to create, read…
35340
ClousAI
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
35341
smochan
Multi-language code-graph MCP server with 18 tools for structural code queries …
N/A N/A
35342
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
35343
bfernandesbfs
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
N/A N/A
35344
BitlyExchange
Provide MCP service for Bitly Exchange Traders. Bitly Exchange is an Fully-Onch…
N/A N/A 95
35345
mesolimbo
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
N/A N/A
35346
jacedomotz
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
35347
hellofovea
Local MCP server that enables AI clients to read and search memories from the F…
N/A N/A
35348
BobongKu
Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic…
N/A N/A
35349
wuzenghai616-lang
goldbean Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
35350
dejavuxerss
An advanced MCP server that provides deep code understanding and analysis using…
N/A N/A 95
Showing 35301–35350 of 66549 servers
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