MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54501
NOTTIBOY137
PoC: Open Registry supply chain — unvetted server listing (security research)
N/A N/A 95
54502
Zimac-AI
mnema Claim
Local-first, formally verified memory for AI agents: consult/learn/related/list…
N/A N/A
54503
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
54504
iFurySt
MCP server for browser automation, exposing tools for tab management, navigatio…
N/A N/A
54505
middlefieldgs
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
54506
ngangu63
Provides weather data including current conditions, humidity, wind speed, sunri…
54507
CSOAI-ORG
EUDI Wallet MCP — EU Digital Identity Wallet under eIDAS 2.0 for AI agent authe…
54508
AImplifier
eeg-mcp Claim
Real-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, a…
N/A N/A
54509
Acuris-GmbH
Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in …
N/A N/A
54510
Evil-Bane
eyebrowse Claim
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server o…
N/A N/A
54511
Gnuminator
Enables AI-powered campaign management for Foundry Virtual Tabletop through nat…
N/A N/A
54512
pdurlej
jan-mcp Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
N/A N/A
54513
XuF-163
MCP server for Yunzai Bot that enables LLM-driven automated testing and debuggi…
N/A N/A
54514
ClaudioGodoyB
server Claim
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
N/A N/A 83
54515
jackhendon
A Python MCP server that gives Claude access to PM workflow data such as sprint…
54516
SMOrchestra-ai
contabo-mcp Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
54517
glennadjrussell
An OSINT tradecraft toolkit MCP server offering 31 tools for domain reconnaissa…
N/A N/A
54518
VaibhavMugulavalli
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
N/A N/A
54519
Facets-cloud
Enables AI assistants to explore and interact with the Facets Control Plane API…
54520
iker-gonzalez
Antwork Claim
Draft, schedule, and publish social posts for your workspace straight from your…
54521
appfigures
Appfigures Claim
Access your app analytics, ASO tools, and app market intelligence with Appfigur…
N/A N/A
54522
SamerElhamdo
Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading thro…
N/A N/A
54523
nyuchi
Discover and manage community events across Africa on Nhimbe (Mukoko Events).
54524
Clawdio777
aeonos Claim
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google …
N/A N/A 75
54525
janbruinier
MCP server for GDPR compliance checks. Analyze data processing activities, asse…
N/A N/A 95
54526
oneill9
Community-built server providing real-time London transport data via the TfL Un…
N/A N/A
54527
ampcome-mcps
Enables LLMs to securely execute code and manage reusable tools using Riza's is…
N/A N/A
54528
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
54529
mcpnexus-registry
Provides Google search and web content viewing with advanced bot detection avoi…
N/A N/A
54530
clauxel
PII scanning and redaction receipts for LLM traces and tool payloads.
54531
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
81
54532
mcpassistant
Provides comprehensive logging and monitoring capabilities for MCP services wit…
N/A N/A 95
54533
Tharun135
Provides lightweight documentation review tools including issue detection, read…
N/A N/A
54534
SohniSwatantra
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
54535
cognitivemyriad
Stale-proof repository memory with citations + just-in-time verification + TTL …
N/A N/A 83
54536
junter1989k-ai
Slovenia payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
54537
possibly6
An MCP server that acts as a gatekeeper for database and configuration changes,…
N/A N/A
54538
admin978
canvas-mcp Claim
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
N/A N/A
54539
Dr-Deploy
Dr.Deploy Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
N/A N/A
54540
weeebdev
litellm-mcp Claim
MCP server that provides tools to interact with the LiteLLM proxy API, enabling…
54541
1clawAI
1Claw Vault Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
N/A N/A
54542
Rishav0123
Sentimatix Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
54543
mdanelutti
MCP server for Bitbucket Cloud that exposes Pull Request operations as tools fo…
54544
stormbliss
Enables monitoring and management of SD-WAN devices through REST API endpoints,…
54545
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
54546
BabyScope
nodeflare Claim
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x40…
N/A N/A
54547
smankoo
A local-first long-term memory system for AI coding agents, exposed as an MCP s…
N/A N/A
54548
paragraph-xyz
MCP server that connects AI agents to your Paragraph publication, enabling post…
54549
CAPHTECH
pce-memory Claim
MCP server for context-aware memory and retrieval with hybrid search, dual-phas…
N/A N/A
54550
PPParticle
web-reader Claim
A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
N/A N/A
Showing 54501–54550 of 66502 servers