MCP Server Quality Scores

Independent quality analysis of 41668 public MCP servers

41668
Discovered
29311
Scored
2099
Verified
16952
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41551
weiyongxu
mne-docs Claim 1
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
N/A N/A 83
41552
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
81
41553
VP0COM
vp0-mcp Claim
Search & import free iOS app-design starters from VP0 into your AI builder.
N/A N/A
41554
finlynq
FinLynq Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
41555
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
81
41556
node2flow
n8n-Management Claim 1
MCP server for n8n workflow automation — manage workflows, executions, credenti…
81
41557
ztgluis
google-mcp Claim
MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Cl…
41558
mater1996
A Sketch file processing MCP server that enables AI tools to analyze Sketch des…
N/A N/A
41559
lineofflight
Frankfurter Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
41560
klamdo
Generate identity-locked 4K images and 5-second vertical videos from a single r…
81
41561
hee55e
kait Claim
N/A N/A 95
41562
Jongtae
Provide seamless integration with blockchain APIs to empower your applications …
N/A N/A 95
41563
RectiFlex
Access and manage CenterPoint Connect data for property management, constructio…
N/A N/A 95
41564
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
41565
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
41566
deeprave
mcp-guide Claim
Enables AI agents to access and manage project guidelines, documentation, and c…
41567
RFingAdam
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
41568
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
41569
xodn348
readhn Claim
AI-native HackerNews MCP Server. Find HN content that matters with explainable …
N/A N/A 95
41570
aarifmms
Keyblind Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
N/A N/A
41571
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
41572
mathias.steffen
oc_0815 Claim
N/A N/A 95
41573
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
41574
DingDawg-dev
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
N/A N/A 83
41575
davincinewton
An extension-based MCP server that enables AI assistants to control your existi…
N/A N/A 95
41576
SergioRico1
thrd Claim
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
N/A N/A 83
41577 N/A N/A 95
41578
IgniteUI
Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
N/A N/A 81
41579
lovishdhillon21-design
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
81
41580
KyaniteLabs
mcp-video Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
N/A N/A
41581
Licinexus
mcp Claim
Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4…
N/A N/A
41582
MakeaMouse
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Oll…
N/A N/A
41583
MayankTalwar0
An MCP server for calculating carbon footprints from bank statements using EPA …
N/A N/A
41584
mediar-ai
screenpipe Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
N/A N/A 95
41585
ragalgo
ragalgo Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
N/A N/A 95
41586
MinaProtocol
Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, arch…
N/A N/A
41587
khesayed
Enables intelligent ecommerce tools for agents and applications, including prod…
41588
Mogacode-ma
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
N/A N/A
41589
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
N/A N/A
41590
axel-belfort
Person enrichment API for AI agents. Enrich any email address into a full profe…
81
41591
CKBrennan
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
N/A N/A
41592
BrandCast-Signage
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
81
41593
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
81
41594
CSOAI-ORG
ai-bom-mcp Claim
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX …
N/A N/A
41595
CSOAI-ORG
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
N/A N/A
41596
CSOAI-ORG
content-registry-mcp MCP server by MEOK AI Labs
N/A N/A
41597
CSOAI-ORG
ISO 19650 / UK BIM Level 2 compliance for construction projects. EIR, BEP, MIDP…
N/A N/A
41598
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
41599
CSOAI-ORG
document-comparison-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41600
clauxel
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
Showing 41551–41600 of 41668 servers