MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56001
farce1
hubstify-mcp Claim
MCP server enabling natural language interaction with Hubstaff data, including …
— ○ ⏳ — — — — — —
56002
CSOAI-ORG
docker-helper-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
56003
shinichinomura
A Model Context Protocol server for querying Japanese pesticide registration in…
— ○ ⏳ — N/A N/A — — —
56004
RaulSaavedraDeLaRiera
Enables searching a knowledge base and asking grounded questions with hybrid re…
— ○ ⏳ — N/A N/A — — —
56005
vdpeijl
web-docs-mcp Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
— ○ ⏳ — N/A N/A — — —
56006
chelseyklein
An MCP server that lets Claude check your Nitrado-hosted ARK server: live statu…
— ○ ⏳ — — — — — —
56007
Logitale
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment s…
— ○ ⏳ — N/A N/A — — —
56008
enelyse
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
— ○ ⏳ — N/A N/A — — —
56009
mickae1
Enables AI assistants to interact with a Homebox inventory system to search, cr…
— ○ ⏳ — N/A N/A — — —
56010
avdivo
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
— ○ ⏳ — N/A N/A — — —
56011
nsvk13
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
— ○ ⏳ — — — — — —
56012
ophis-fi
Ophis MCP Claim
Gasless, MEV-protected onchain token swaps for AI agents on 11 EVM chains, buil…
— ○ ⏳ — — — — — —
56013
bmit20
timeline-mcp Claim
A deterministic MCP server that gives AI assistants a temporal memory layer by …
— ○ ⏳ — — — — — —
56014
cheezcake
Nexus MCP Claim
Enables Claude Code to interact with a temporal knowledge graph through 24 tool…
— ○ ⏳ — N/A N/A — — —
56015
Toolaby Claim 1
Paid plans, licences, subscriptions and the paywall for Chrome extensions, on y…
— ○ — N/A N/A — 81 —
56016
stevepridemore
graph-memory Claim
Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/De…
— ○ ⏳ — — — — — —
56017
godson
godson_1231 Claim
— ○ ⏳ — N/A N/A — 95 —
56018
gatewaybuddy
Airlock Claim
A redaction engine and MCP server that scrubs sensitive identifiers (AWS keys, …
— ○ ⏳ — — — — — —
56019
BernhardJackiewicz
An MCP server that adds engineering discipline to AI-assisted development, enfo…
— ○ ⏳ — N/A N/A — — —
56020
coreeye
Enables multi-AI collaboration with Claude and GLM for C# codebases, providing …
— ○ ⏳ — N/A N/A — — —
56021
bitshelf
Provides serial debugging for embedded Linux targets, enabling boot log capture…
— ○ ⏳ — — — — — —
56022
littlebearapps
outlook-mcp Claim
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
— ○ ⏳ — N/A N/A — 83 —
56023
Palanx
An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, m…
— ○ ⏳ — N/A N/A — — —
56024
Ansvar-Systems
Enables searching and bidirectional mapping of 1,451 security controls across 2…
— ○ ⏳ — — — — — —
56025
muslus
WetLab-MCP Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
— ○ ⏳ — N/A N/A — — —
56026
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
— ○ ⏳ — — — — 81 —
56027
superbigroach
obol-mcp Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
— ○ ⏳ — — — — — —
56028
geeks-accelerator
animalhouse Claim
A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
— ○ ⏳ — N/A N/A — 83 —
56029
raeseoklee
artifacty Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
— ○ ⏳ — N/A N/A — — —
56030
kratsg
rucio-mcp Claim
An MCP server that exposes Rucio distributed data management operations as tool…
— ○ ⏳ — — — — — —
56031
xiaobenyang-com
arxiv-paper Claim
— ○ ⏳ — N/A N/A — 95 —
56032
beach55607-max
Provides long-term memory for AI coding agents, enabling them to remember, sear…
— ○ ⏳ — — — — — —
56033
Aether-liusiqi
cell-mem Claim
An MCP server that provides AI agents with persistent, multi-layered memory ins…
— ○ ⏳ — N/A N/A — — —
56034
ohneben
Enables AI assistants to interact with Anytype knowledge base via natural langu…
— ○ ⏳ — N/A N/A — — —
56035
Alierkn
gromacs-mcp Claim
Enables running GROMACS molecular dynamics simulations through natural language…
— ○ ⏳ — N/A N/A — — —
56036
OneSignal
Enables OneSignal push notification workflows in Cursor, including message send…
— ○ ⏳ — — — — — —
56037
icoach
Enables AI assistants to interact with Redmine instances, managing issues, proj…
— ○ ⏳ — N/A N/A — — —
56038
yasg1988
MCP server that integrates with the transport12 API to provide tools for search…
— ○ ⏳ — — — — — —
56039
GregBaugues
Enables interaction with a Token Bowl fantasy football league through the Sleep…
— ○ ⏳ — — — — — —
56040
antoniovuono
cartola-mcp Claim
Connects Claude to Cartola FC, enabling queries about matches, player scores, a…
— ○ ⏳ — — — — — —
56041
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
— ○ ⏳ — — — — 81 —
56042
Accurate Strapi project facts (UIDs, schemas, references) for AI agents — no mo…
— ○ — N/A N/A — 81 —
56043
GreXLin85
Enables Claude Code to persist and retrieve project memory across sessions, inc…
— ○ ⏳ — N/A N/A — — —
56044
codinghaven
mrmarket.ai Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
— ○ ⏳ — — — — — —
56045
egnyte
Official Egnyte MCP Server for AI integration with document search, analysis, a…
— ○ ⏳ — N/A N/A — 95 —
56046
nexus-financial Claim 1
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
— ○ — N/A N/A — 81 —
56047
jiayunlimailutorontoca
An MCP server that provides read-only snapshots and change detection for Xiaomi…
— ○ ⏳ — — — — — —
56048
jais2402
MCP server for Everhour time tracking with first-class Asana integration, enabl…
— ○ ⏳ — — — — — —
56049
VasileiosTs
agribrain Claim
Enables AI assistants to access free, open agronomic data for field briefings, …
— ○ ⏳ — — — — — —
56050
abhalani648
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
— ○ ⏳ — — — — — —
Showing 56001–56050 of 69135 servers