MCP Server Quality Scores

Independent quality analysis of 48821 public MCP servers

48821
Discovered
29631
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48751
Unified MCP for Scrimba's interactive programming education with visual learning
N/A N/A 81
48752
datopian
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
48753
CSOAI-ORG
blockchain-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48754
yeyuan98
BioMCP Claim
A high-performance MCP server that gives LLMs access to 25 biomedical tools fed…
48755
n0s1-mcp Claim 1
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitH…
N/A N/A 69
48756
swesmith-repos
Meta Ads MCP Claim
Enables AI-powered analysis, management, and optimization of Meta advertising c…
81
48757
RipperMercs
Read-only Base mainnet reader. Verifies x402 payment settlements + AFTA federat…
N/A N/A 95
48758
dcostenco
prism-mcp Claim 1
Zero-config persistent memory for AI agents with local SQLite. Mind Palace web …
N/A N/A 75
48759
UniProt MCP Claim 1
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
N/A N/A 81
48760
geraservicesuk
Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching …
N/A N/A 95
48761
cameronjmcewan-dev
AdvocateMCP Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
48762
Aboudjem
ui-ux-suite Claim
UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + …
N/A N/A
48763
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
81
48764
gmanso
hw3-nanda Claim
N/A N/A 95
48765 N/A N/A 95
48766
aigregator
Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing…
81
48767
chaniji
Enables deployment of MCP servers without authentication on Cloudflare Workers,…
81
48768
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
N/A N/A
48769
deegerhq
wais-mcp Claim
Universal MCP server for WAIS (Web Agent Interaction Standard) that provides 5 …
48770 N/A N/A 95
48771
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
N/A N/A 95
48772
rawnly
Enables AI assistants to interact with Targetprocess for search, create, update…
48773
jameslai-sparkofy
MCP Internal Claim
A secure two-layer MCP integration system that connects local thin clients to a…
81
48774
CSOAI-ORG
icon-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48775
CSOAI-ORG
job-description-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48776
CSOAI-ORG
lead-scoring-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48777
CSOAI-ORG
legal-document-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48778
clipform
mcp-server Claim
Interactive video forms that capture authentic responses. Build engaging forms …
48779
fastmcp-me
Provides a Python-based interface to the Perplexity API for querying responses,…
48780
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
N/A N/A 81
48781
CSOAI-ORG
mifid-ii-ai-mcp Claim 1
MiFID II Article 17 algorithmic trading + RTS 6 testing/risk controls + best ex…
N/A N/A 81
48782
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48783
CSOAI-ORG
owasp-agentic-mcp MCP server by MEOK AI Labs
N/A N/A
48784
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
48785
CSOAI-ORG
rag-knowledge-graph-mcp MCP server by MEOK AI Labs
N/A N/A
48786
CSOAI-ORG
photography-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48787
ssjunior
0-mcp Claim
Turns Django models into MCP tools and a REST API from a single class, and can …
48788
Ali1041
leadloadz Claim
B2B lead search and email verification MCP server
N/A N/A
48789
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
48790
RhombusSystems
rhombus-mcp Claim
N/A N/A 95
48791
CSOAI-ORG
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
81
48792
CSOAI-ORG
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
81
48793
CSOAI-ORG
agent-negotiation-mcp MCP server by MEOK AI Labs
48794
CSOAI-ORG
ai-bom-mcp Claim
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX …
N/A N/A
48795
CSOAI-ORG
Ai Gateway MCP Server by MEOK AI Labs
N/A N/A
48796
janetsep
An intelligent agent that responds to financial queries about TreePod Glamping …
N/A N/A 95
48797
shunshiai2026-s9as
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
81
48798
kkrizka
Enables searching for movies and TV shows and retrieving streaming availability…
48799
hermai-ai
hermai-cli Claim
Hermai MCP server — look up, submit, and classify website API schemas from any …
N/A N/A
48800
bikker
mcp Claim
Screenshot, diff, audit and sitemap-capture any web page — 5 MCP tools for AI a…
Showing 48751–48800 of 48821 servers