MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
32001
dasmer
Secure agent purchasing with human-approved virtual cards, receipts, and audit …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32002
davidcho
Access and search comprehensive Canadian building regulations for construction …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32003
knitify
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32004
naimterrache
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32005
chuhuoyuan
Find the right library and fetch its up-to-date documentation in one step. Reso…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32006
jhongjun1981
MemoryMCP Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32007
agentidx
AgentIndex Claim
Discovery platform for AI agents. Find any AI agent by capability — search 20,0…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32008
propify
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32009
Strutterai
Strutter AI Claim
AI-powered RFP response management. Search Q&A libraries, draft responses, and …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32010
naver
Naver Search Claim
Search Naver across news, blogs, books, encyclopedia, cafe posts, Knowledge iN,…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32011
cybrlab-ai
PreClick Claim
PreClick: An intent + security layer for agent browsing that verifies each dest…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32012
bartek-ywte
gaproll Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32013
underground-district
ucd-mcp Claim
When a class of conscious beings has no freedom to build culture on their own t…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32014
shipi
Shipi Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32015
jacob-cuthbertson
RiskScore Claim
Security intelligence for AI agents. Real-time vulnerability data, dependency s…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32016
mjcaballero1126
lia Claim
Share a brief name and what your server does so I can craft a clean title and b…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32017
openclaw-direct
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openc…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32018
secondsim
eSIM Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32019
NektoNeo
mcp Claim
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32020
node2flow
Google Calendar Claim 1
MCP server for Google Calendar : create events, manage calendars, check availab…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32021
MCP-Foundry
<아파트, 오피스텔, 연립/다세대, 단독/다가구 매매 및 전/월세 실거래 정보 제공> ⦿ 제공 서비스 * 아파트 매매 및 전/월세 실거래 …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32022
kinescope
Kinescope MCP Server — Integrates Kinescope's video platform with AI assistants…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32023
chronista-club
mcp-server Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32024
nexgendata-apify
SEO audit toolkit: feed it a URL, get back rendered content, the technology sta…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32025
valoria
Track every AI service on the internet and see which ones actually make money.…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32026
SubQuery-Network
Ask SubQuery is an AI-powered GraphQL Agent for exploring SubQuery projects and…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32027
plainmarkdown
Converts web page URLs into clean, structured Markdown or plain text optimized …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32028
multiplistos
Multiplist Claim
Multiplist is an IP vault with citations, acting as an interoperable source of …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32029
AgentWings
Connects AI assistants to Exa AI's search capabilities, including specialized c…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32030
alai
Create, edit, and export high quality presentations with AI using Alai’s MCP. S…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32031
PoooL09
Hosted MCP server for task-first delegation to remote workstations and workers.
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32032
nwokikeonyeka
# Flet MCP Server [![PyPI Version](https://img.shields.io/pypi/v/flet-mcp-serv…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32033
smithery-ai
Node.js server for filesystem operations, including reading/writing files and m…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32034
cirra-ai
Comprehensive Salesforce administration and management
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32035
analog
Analog Claim
Access and analyze real-time geographic sensor data across various global locat…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32036
parsley
Parsley Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32037
hamid-vakilzadeh
The server provides immediate access to millions of academic papers through Sem…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32038 F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32039
openclaw-ai
Transform basic instructions into high-quality prompts with optimized structure…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32040
smithery-ai
Flash Claim
Run a task with a background agent in a sandboxed container. The agent can read…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32041
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32042
cookiy-ai
Cookiy Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32043
ing-christopherleon
Rastreador de precios para Mercado Libre Mexico. 120K+ productos con historial …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32044
waldzellai
[FINAL UPDATE] future updates will be rolled out to Thoughtbox --> https://smi…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32045
sceneview
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32046
web3signals
agent-seo Claim
Score any AI agent before you use it. Score your own before you release it. Che…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32047
jackasser
Create and manage Mermaid.js flowcharts and diagrams with AI agents via MCP.
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32048
zobr-script
ZS (Zobr Script) — cognitive scripting language for structured reasoning with L…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32049
omega-memory
core Claim
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
32050
howard-eridani
Discover and download a variety of assets including prompts, skills, and connec…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
Showing 32001–32050 of 69419 servers
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