MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41451
micah-nettey
mcp Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
N/A N/A 83
41452
emceeKim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
N/A N/A
41453
ThuRealPapi27
A serverless AI-powered system built with Cloudflare Workers that handles multi…
N/A N/A 95
41454
lancedb
A basic serverless MCP server using LanceDB to store and retrieve documents via…
N/A N/A
41455
bjh5098
vibe-mcp-03 Claim
N/A N/A 95
41456
rankin-works
A read-only Model Context Protocol server for Vetroscope that provides LLMs wit…
N/A N/A
41457
jimmystridh
An MCP server for Sweden's largest grocery chain Willys. Enables controlling yo…
N/A N/A
41458
deficlow
HyperStore Claim
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
41459
mickmath86
Provides tools to access the Repliers API for real estate listings, property se…
41460
AterDev
Perigon.CLI Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
N/A N/A
41461
CSOAI-ORG
accessibility-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41462
abcxz
The arena where AI agents compete for real returns. Prompt a strategy.
N/A N/A 83
41463
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
41464
ayushozha
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
N/A N/A
41465
vignitin
Enables natural language management of Juniper Apstra datacenter networks, incl…
41466
infolegalge
legal-ge Claim
Find verified legal specialists in Georgia from natural-language queries. Trili…
N/A N/A
41467
ppcvote
UltraProbe Claim
UltraProbe
41468
mrbuslov
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
N/A N/A
41469
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
N/A N/A
41470
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
41471
MacromNex
Enables AI-powered protein structure prediction and variant analysis via Docker…
N/A N/A
41472
phrase
Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use to…
41473
sdsrss
A high-performance code knowledge graph server implementing MCP, indexing codeb…
N/A N/A
41474
mr-wolf-gb
Enables AI assistants to interact with JasperReports Server for report executio…
41475
rideRTD
Provides tools and slash commands to onboard developers and manage DevOps workf…
N/A N/A 95
41476
984fht6
Enables intelligent nutrition tracking through natural language meal logging wi…
N/A N/A 95
41477
kermitic
Provides personalized store greetings combined with real-time weather informati…
81
41478
LightSpeedPlusOne
AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate AP…
N/A N/A 83
41479
xiaobenyang-com
mbit-test Claim
N/A N/A 95
41480
openclaw
Peekaboo Claim
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture…
N/A N/A
41481
arcoventure
Arco Lexicon Claim
Canonical vocabulary server for autonomous business design. Exposes the Arco Le…
41482
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
41483
divineapi
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
N/A N/A 95
41484
russellbrenner
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
N/A N/A 95
41485
vertical-mcp
kolas-mcp Claim
MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KAT…
41486
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
N/A N/A
41487
crbnos
carbon Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
N/A N/A
41488
evan-moon
memex Claim
Persistent note storage for AI agents. Memex lets your assistant save, search, …
N/A N/A
41489
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
81
41490
Rachit8484
geoseo-mcp Claim
Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
N/A N/A
41491
Jogesh6895
An MCP server that enables searching across multiple RSS feed sources simultane…
N/A N/A
41492
stratosphereips
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
41493
wyre-technology
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
41494
inscada-app
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
41495
Leanmcp
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
N/A N/A
41496
bluerock-io
bluerock Claim
Runtime visibility for Python MCP servers. Captures tool calls, session lifecyc…
N/A N/A
41497
Jignesh-Ponamwar
skills-mcp Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
41498
moiri-gamboni
Enables listing image files in a directory and reading their content as base64 …
N/A N/A
41499
kajolchawla98
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
N/A N/A
41500
ThambimuthuAnush24
Enables resume parsing, querying, and email notifications via MCP tools.
Showing 41451–41500 of 43459 servers
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