MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49751
agent-bev
agent-bev Claim
The world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVE…
— ○ ⏳ — — — — — —
49752
ceciliomichael
A template for building Model Context Protocol (MCP) servers using TypeScript, …
— ○ ⏳ — N/A N/A — — —
49753
JackVitick
Socialync Claim
Draft, schedule, and publish posts to 8 social platforms with human approval vi…
— ○ ⏳ — — — — — —
49754
aiybiz
Atako Claim
Remote MCP server to run your Atako AI agents: chat, projects, files, integrati…
— ○ ⏳ — — — — — —
49755
ssatanis
Claidex MCP Claim
Biomedical failure intelligence platform for terminated trials and translationa…
— ○ ⏳ — — — — — —
49756
kewelin
讓AI助理直接查詢台灣公開資料,包括公司登記、詐騙查核與實價登錄,資料即時且附來源連結。
— ○ ⏳ — N/A N/A — — —
49757
FuturixAI-and-Quantum-Works
A Model Context Protocol (MCP) server for ZeroDrive file management. It enables…
— ○ ⏳ — — — — — —
49758
mahmoud-nb
Structures AI conversations into hierarchical thread trees, replacing full hist…
— ○ ⏳ — N/A N/A — — —
49759
CSOAI-ORG
fishkeeper-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
49760
yuplin2333
MCP Long Context Reader is a Python-based toolkit designed to overcome the cont…
— ○ ⏳ — N/A N/A — — —
49761
askie
An MCP server that receives emails on your domain and allows AI assistants to s…
— ○ ⏳ — — — — — —
49762
opspot-ai
Your agent grades every slip A+ to F-, links your books and tracks your record.…
— ○ ⏳ — — — — — —
49763
netanelhibsh
Enables secure access to an organizational knowledge base via Supabase (RLS), p…
— ○ ⏳ — N/A N/A — — —
49764
darula-hpp
memgrep Claim
Enables agents to search and retrieve past chat transcripts from a local memory…
— ○ ⏳ — N/A N/A — — —
49765
holco-apps
PennyPilot Claim
AI copilot for French accounting firms on Pennylane. Monthly close memo in 8s, …
— ○ ⏳ — N/A N/A — — —
49766
fuwadog
forge-mcp Claim
A production-grade, LLM-agnostic local development engine over MCP, providing s…
— ○ ⏳ — N/A N/A — — —
49767
longevitycoach
A comprehensive health coaching system that combines blood test analysis with e…
— ○ ⏳ — N/A N/A — — —
49768
6mvbz5wv6c-byte
Human field services for AI agents: site photos, equipment checks, remote hands…
— ○ ⏳ — — — — — —
49769
jpazvd
MCP server for UNICEF child development statistics. Query 790+ child-focused in…
— ○ ⏳ — — — — — —
49770
Marcel-MSC
A local MCP server that runs Llama models entirely on your machine. No API keys…
— ○ ⏳ — N/A N/A — — —
49771
api-blitz
BlitzAPI Claim
Search and enrich B2B companies and people: verified work emails, US phone numb…
— ○ ⏳ — — — — — —
49772
shaoyun
A TypeScript MCP server that gives text-only LLMs image understanding through S…
— ○ ⏳ — — — — — —
49773
lukasbudrys2
Turn one sentence into finished ads: video ads, UGC, product photos, voiceover,…
— ○ ⏳ — — — — — —
49774
NirussVn0
A local-first MCP server that turns browser bookmark exports into a searchable …
— ○ ⏳ — N/A N/A — — —
49775
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
— ○ ⏳ — — — — 81 —
49776
web3luka
Lets any MCP-compatible AI agent authorize itself with RelAI and call paid x402…
— ○ ⏳ — N/A N/A — — —
49777
Metroxe
Bowmark Claim
Do things on live websites: prices, availability, quotes, bookings, anything be…
— ○ ⏳ — — — — — —
49778
BuyWhere
catalog-api Claim
Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…
— ○ ⏳ — — — — — —
49779
CSOAI-ORG
inventory-management-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
49780
BrettonB
canaryusers Claim 1
A flock of AI users tests your deployed app and reports where real people get s…
— ○ ⏳ — — — — 67 —
49781
lemonchikHere
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
— ○ ⏳ — N/A N/A — — —
49782
lazymac2x
Cloudflare Workers MCP server: data-transform
— ○ ⏳ — — — — — —
49783
lmno100
onramperx Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
— ○ ⏳ — — — — — —
49784
Sheikh-Muhammad-Mujtaba
A comprehensive MCP server for ERPNext providing generic, doctype-agnostic acce…
— ○ ⏳ — — — — — —
49785
kxkaloo
A Model Context Protocol server that enables AI models to extract structured da…
— ○ ⏳ — — — — 81 —
49786
TarasKhust
MCP server for Jira and Confluence integration with 32 tools for managing ticke…
— ○ ⏳ — — — — — —
49787
CelestoAI
Hosted MCP for Celesto cloud computers: create, exec, ports, start/stop/delete.
— ○ ⏳ — — — — — —
49788
K-ulucay
Enables Claude to automate project management on DutyHub, including tasks, spri…
— ○ ⏳ — — — — — —
49789
OzTamir
MCPlexer Claim
A tiny MCP proxy for running multiple labeled instances of the same MCP server …
— ○ ⏳ — N/A N/A — — —
49790
Commercializer-ai
Commercial strategy for medical device and life-science companies, read from th…
— ○ ⏳ — — — — — —
49791
ParadoxInfinite
oriel Claim
Safety-gated AI control of Docker and Colima: containers, images, volumes, netw…
— ○ ⏳ — N/A N/A — — —
49792
E0DUAR
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
— ○ ⏳ — — — — — —
49793
yakoob
Compeller Claim
Create and track AI music videos and audio-reactive visuals from songs.
— ○ ⏳ — — — — — —
49794
srishtivverma
aistuff Claim
— ○ ⏳ — N/A N/A — 95 —
49795
yasinfakhar
outlty-mcp Claim
Exposes FastAPI API-key management and request-making routes as MCP tools, enab…
— ○ ⏳ — N/A N/A — — —
49796
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
— ○ ⏳ — — — — 81 —
49797 — ○ ⏳ — N/A N/A — 95 —
49798
yonglim2392
Enables Claude to remember and search everything that appeared on your screen u…
— ○ ⏳ — N/A N/A — — —
49799
sandraschi
Provides programmatic access to the Directmedia Publishing 'Digitale Bibliothek…
— ○ ⏳ — N/A N/A — 95 —
49800
thejens
Serve a pydantic-ai toolset as an MCP server, enabling reuse of tools across ag…
— ○ ⏳ — — — — — —
Showing 49751–49800 of 69199 servers
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