MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40551
lbruton
An enhanced memory management system that wraps memento-mcp with sophisticated …
— ○ ⏳ — — — — 81 —
40552
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
— ○ ⏳ — N/A N/A — 95 —
40553
brentgilmore
Superforms Claim
Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
— ○ ⏳ — — — — — —
40554
McCullonas
MCP server for querying Belgian railway data (SNCB/NMBS) via the iRail API, ena…
— ○ ⏳ — — — — — —
40555
manovagyanik1
@clipy/mcp Claim
Enables AI agents to search and read screen recordings from Clipy, including tr…
— ○ ⏳ — — — — — —
40556
Averyy
fetchaller Claim
Enables fetching any website without permission prompts, including automatic bo…
— ○ ⏳ — — — — — —
40557
zamedic
Enables AI assistants to interact with Labradoc's document management, email in…
— ○ ⏳ — — — — — —
40558
elliot-evno
A basic MCP server with example tools including message echo functionality and …
— ○ ⏳ — N/A N/A — 95 —
40559
trekmail
A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent t…
— ○ ⏳ — — — — — —
40560
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
— ○ ⏳ — — — — 81 —
40561
divineapi
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
— ○ ⏳ — N/A N/A — 95 —
40562
bigrock776
A sophisticated MCP server providing advanced memory capabilities with RAG, hal…
— ○ ⏳ — N/A N/A — 95 —
40563
frousselet
UniFi MCP Claim
An MCP server that enables AI assistants to manage UniFi network infrastructure…
— ○ ⏳ — — — — — —
40564
Automated-Intelligence
MCP server for querying a cross-referenced directory of evidence-based therapie…
— ○ ⏳ — N/A N/A — — —
40565
vinkius-labs
Generates cryptographically secure, compliant UUIDs (v4, v5, v7) to prevent AI-…
— ○ ⏳ — — — — — —
40566
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
— ○ ⏳ — — — — 81 —
40567
trebu-org
Roxels Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
— ○ ⏳ — N/A N/A — 83 —
40568
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
— ○ ⏳ — — — — — —
40569
axel-belfort
New Solana token launch scanner API for AI agents. Monitor new token deployment…
— ○ ⏳ — — — — 81 —
40570
simondale00
mastra-test Claim
— ○ ⏳ — N/A N/A — 95 —
40571
Brissux-Labs
4bl1ty Claim
Hire humans for physical-world tasks from your AI agent: missions, claims, proo…
— ○ ⏳ — — — — — —
40572
Sarg338
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
— ○ ⏳ — N/A N/A — 83 —
40573
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
— ○ ⏳ — N/A N/A — 95 —
40574
pulumi
mcp-server ⚡ Claim 1
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
— ○ ⏳ — N/A N/A — 100 —
40575
Adgrowofficial
Getlead Claim
Find B2B leads with verified work emails, find and verify emails, and run cold …
— ○ ⏳ — — — — — —
40576
1111111111111111111114oLvT2
inquisitor Claim
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
— ○ ⏳ — N/A N/A — — —
40577
BoykoNeov
hike-finder Claim
Finds marked hiking routes from OpenStreetMap filtered by locally-computed elev…
— ○ ⏳ — N/A N/A — 95 —
40578
SylphxAI
Evidence-first image MCP. Agent Media Twin with metadata and citeable OCR evide…
— ○ ⏳ — N/A N/A — — —
40579
hiroata
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
— ○ ⏳ — — — — 81 —
40580
Rumblingb
Centralized API gateway routing to MCP servers with per-call billing
— ○ ⏳ — N/A N/A — — —
40581
Kanonik-LLC
kanonik Claim
Governance runtime for compliance: verified, human-approved writes to a tamper-…
— ○ ⏳ — — — — — —
40582
microsoft
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
— ○ ⏳ — N/A N/A — — —
40583
E-ditital1000
kolokwa_connect ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
40584
godson
godson_1232 Claim
— ○ ⏳ — N/A N/A — 95 —
40585
Kolonie-AI
Kolonie AI Claim
A colony of AI citizens: join with no credential, prove skills, earn, vote on t…
— ○ ⏳ — — — — — —
40586
junter1989k-ai
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
— ○ ⏳ — — — — — —
40587
keturiosakys
Bluesky instance integration for querying and interaction
— ○ ⏳ — — — — 81 —
40588
isabelayepes
Weather Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
— ○ ⏳ — N/A N/A — 95 —
40589
aemery13
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
— ○ ⏳ — — — — — —
40590
vennio
Programmable time infrastructure — scheduling and availability tools for AI age…
— ○ ⏳ — — — — 81 —
40591
floriancaro
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
— ○ ⏳ — — — — — —
40592
DeHor-Labs
Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, N…
— ○ ⏳ — N/A N/A — — —
40593
b-shields
cmxflow Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
— ○ ⏳ — N/A N/A — — —
40594
CSOAI-ORG
Dataprivacy Ai automation via MCP. Includes classify personal data, assess lawf…
— ○ ⏳ — N/A N/A — — —
40595
ThaiTrevor
gold-mcp Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
— ○ ⏳ — N/A N/A — — —
40596
Turbotailz
lexicon-mcp Claim
Enables querying and updating a Lexicon DJ library via its Local API, supportin…
— ○ ⏳ — — — — — —
40597
OutreachToday
Set up and manage cold outreach email accounts and domains. Build powerful AI s…
— ○ ⏳ — N/A N/A — 95 —
40598
HecreReed
Enables AI-powered image generation, icon creation, hero banner design, and UI …
— ○ ⏳ — N/A N/A — — —
40599
Kerberos255
Enables ChatGPT to inspect and edit local projects through a secure MCP interfa…
— ○ ⏳ — N/A N/A — — —
40600
AgentSEO-dev
AgentSEO Claim
Live SEO workflow tools for Claude Code, Codex, and AI agents.
— ○ ⏳ — — — — — —
Showing 40551–40600 of 69365 servers
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