MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67951
ArnaudRinquin
Alfraid Claim
An AI-powered TODO list MCP server with categories, timeboxing, and due dates, …
— ○ ⏳ — N/A N/A — — —
67952
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
— ○ ⏳ — — — — 81 —
67953
Mofesto
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
— ○ ⏳ — N/A N/A — — —
67954
robertredbox
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
— ○ ⏳ — N/A N/A — 95 —
67955
pipeworx-io
mcp-deepl Claim
Enables text translation using DeepL API, supporting source/target languages an…
— ○ ⏳ — — — — — —
67956 — ○ ⏳ — N/A N/A — 95 —
67957
hyh0620
Provides hybrid retrieval (dense + BM25 + RRF) with collection-based isolation …
— ○ ⏳ — N/A N/A — — —
67958
FedericoSRT
clickup Claim
— ○ ⏳ — N/A N/A — 95 —
67959
nagelflorian
Enables AI assistants to interact with TrainingPeaks accounts to analyze traini…
— ○ ⏳ — — — — — —
67960
benlen10
Read-only MCP server for Day One journal on macOS, enabling search and browsing…
— ○ ⏳ — N/A N/A — — —
67961
iarfhlaith
gaff-check Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
— ○ ⏳ — — — — — —
67962
rico007
Transforms AI assistants into data analysts by enabling CSV and Google Sheets i…
— ○ ⏳ — — — — — —
67963
truongtnn404
gpkg-mcp Claim
A knowledge graph MCP server for Moleculer and Go microservice projects that sc…
— ○ ⏳ — — — — — —
67964
midasflowai-lab
MidasFlow Flow API - Cross-exchange order flow, whale detection, liquidations, …
— ○ ⏳ — — — — — —
67965
MIMICLab
Enables web search using Google Gemini with search grounding and question-answe…
— ○ ⏳ — N/A N/A — — —
67966
daleweaver1981
cockpit-mcp Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
— ○ ⏳ — N/A N/A — — —
67967
Gcluowenqiang
A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema q…
— ○ ⏳ — — — — — —
67968
xiaobenyang-com
local-fetch Claim
— ○ ⏳ — N/A N/A — 95 —
67969
paean-ai
DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and…
— ○ ⏳ — N/A N/A — — —
67970
davidmosiah
Meta-MCP that auto-detects installed wellness connectors and composes them into…
— ○ ⏳ — N/A N/A — — —
67971
junter1989k-ai
Argentina payments for AI agents — Mercado Pago wallet / cuotas via Mercado Pag…
— ○ ⏳ — — — — — —
67972
Abdelrahmanghoniem
Enables Cursor AI to interact with SQL Server databases, including querying, sc…
— ○ ⏳ — N/A N/A — — —
67973
wyre-technology
itglue-mcp Claim
A Model Context Protocol server that provides Claude with access to IT Glue doc…
— ○ ⏳ — — — — — —
67974
axel-belfort
Text classification API for AI agents. Classify text into topic categories with…
— ○ ⏳ — N/A N/A — 95 —
67975
mercy719
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
— ○ ⏳ — N/A N/A — — —
67976
ccalderong
MCP server for querying the CONAPESCA historical fishing landings database (200…
— ○ ⏳ — — — — — —
67977
Datraxinnovator
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
— ○ ⏳ — — — — — —
67978
S3YED
Enables document ingestion and typed knowledge graph queries through Claude MCP…
— ○ ⏳ — — — — — —
67979
BeomseokForWork
dssat-mcp Claim
Enables natural language interaction with the DSSAT crop model for simulation, …
— ○ ⏳ — N/A N/A — — —
67980
mzxsuperman
Provides 14 financial market price data tools, including Polymarket events, Yah…
— ○ ⏳ — — — — — —
67981
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — — — — — —
67982
oisee
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
— ○ ⏳ — — — — — —
67983
asachs01
MCP server for USDA nutrition data lookup, meal logging, and daily macro tracki…
— ○ ⏳ — N/A N/A — — —
67984 — ○ ⏳ — N/A N/A — 95 —
67985
DevRico003
A Model Context Protocol server that allows AI agents to post tweets and thread…
— ○ ⏳ — — — — — —
67986
K-Host
A local AI skill composer that reads, analyzes, compares, and combines SKILL.md…
— ○ ⏳ — N/A N/A — — —
67987
embercore-labs
embercore Claim
Open-source AI marketing agent toolkit with plan-first workflow, human checkpoi…
— ○ ⏳ — N/A N/A — — —
67988
bwats
lifeos-mcp Claim
Provides MCP-compatible AI agents with read access to a LifeOS knowledge base, …
— ○ ⏳ — N/A N/A — — —
67989
Thaynabarreiro
An open-source MCP server that exposes the Amadeus Self-Service APIs as tools f…
— ○ ⏳ — — — — — —
67990
freebase-cloud
Free cloud databases over MCP: query, store, list and annotate across 15 engine…
— ○ ⏳ — — — — — —
67991
runapi-ai
Enables image editing, remixing, and text-to-image generation using Qwen 2 mode…
— ○ ⏳ — — — — — —
67992
Davison-Francis
Email deliverability for AI agents. 12 tools: verify, DNSBL, DMARC, spam-trap, …
— ○ ⏳ — N/A N/A — — —
67993
apiotrowski-afk
MCP server providing persistent memory for AI legal assistants — remember facts…
— ○ ⏳ — — — — — —
67994
Spectrexf
Litmus Claim
An MCP server that lets an AI agent backtest, risk-check, and audit trading str…
— ○ ⏳ — N/A N/A — — —
67995
ironclawdevs27
argus Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
— ○ ⏳ — N/A N/A — — —
67996
brukhabtu
A production-ready server that automatically exposes your entire Jira instance …
— ○ ⏳ — — — — 81 —
67997
bitranox
glintefy Claim
Provides comprehensive code quality analysis and automated fixing, available as…
— ○ ⏳ — N/A N/A — — —
67998
DonghwanJeong
Read-only MCP server for finding Discord messages. It enables searching guild m…
— ○ ⏳ — — — — — —
67999
guptaprakhariitr
Provides AI agents with Hacker News data including front-page lists, full-text …
— ○ ⏳ — — — — — —
68000
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
— ○ ⏳ — N/A N/A — 95 —
Showing 67951–68000 of 68948 servers