MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50001
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
50002
ryan-m-bishop
docrag Claim
Provides RAG (Retrieval Augmented Generation) access to technical documentation…
N/A N/A
50003
krutovvv
A Docker-based workspace providing headless Chrome browser with CDP proxy and n…
81
50004
shangdongwei
Provides Mermaid code validation and iterative line-level repair to fix syntax …
N/A N/A
50005
ArisRhiannon
vibecheck Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
N/A N/A
50006
vibeflowing-inc
Convex MCP Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
50007
dmang-dev
mcp-mgba Claim
Drive the [mGBA](https://mgba.io) Game Boy Advance emulator from any MCP client…
N/A N/A
50008
rc-ventura
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
N/A N/A
50009
rongtianjie
vision_mcp Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
N/A N/A
50010
rhein1
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
81
50011
Zw-awa
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
N/A N/A
50012
amxkifir
Enables users to search, compare, and retrieve detailed information about World…
81
50013
CSOAI-ORG
code-reviewer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50014
spiritledsoftware
Caplets Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
50015
namearth5005
Manage Apple Reminders with natural language from any MCP client; supports addi…
N/A N/A
50016
AIops-tools
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-se…
N/A N/A
50017
hutusi
flomo-mcp Claim
Enables writing and managing notes to flomo via MCP. Provides tools for creatin…
N/A N/A
50018
axel-belfort
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
81
50019
5queezer
Distill Claim
MCP server that provides a shared team knowledge base by transforming raw input…
N/A N/A
50020
CSOAI-ORG
meditation-guide-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50021
HasanJahidul
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
N/A N/A
50022
Nareshdevelop
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
50023
NexaScience
Arlet Claim
Create, deploy, and operate MCP servers directly from your GitHub repositories.
50024
alexcz-a11y
🚗 Transform your Tesla ownership with intelligent analytics, cost optimization,…
N/A N/A 95
50025
didtjd59
yt-dj-mcp Claim
Syncs YouTube Music liked songs, analyzes them for DJ metadata like BPM and key…
N/A N/A
50026
yusakuvol
An MCP server that provides calculations for 11 betting methods including Marti…
50027
pkidwell22
A powerful Model Context Protocol (MCP) server that provides comprehensive Goog…
N/A N/A
50028
1WorldCapture
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
N/A N/A
50029
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
50030 N/A N/A 95
50031
guzus
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
50032
ictahmadreza-source
ahmad Claim
N/A N/A 95
50033
seanshin0214
Persona MCP Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
N/A N/A 95
50034
Flexberry
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
N/A N/A
50035
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
50036
CSOAI-ORG
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50037
sjgant80-hub
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
N/A N/A
50038
krishnabhat
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
N/A N/A 95
50039
Qusto
vk-ads-mcp Claim
Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, ret…
50040
pauling-ai
Enables natural language interaction with LinkedIn, including profile retrieval…
N/A N/A
50041
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
50042
IlyaIvanchikov
WEEEK tasks by name, not IDs — an MCP server
N/A N/A
50043
sarteta
Read-only AWS cost diagnostic server that enables AI agents to detect idle reso…
50044
StatPan
AssemblyMCP Claim
Enables LLM clients to search and analyze bills, members, committees, meetings,…
N/A N/A
50045
sudhiksha1502-glitch
A production-ready agent system that automatically discovers and uses tools fro…
N/A N/A
50046
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
50047
mittwald
Enables querying etracker analytics reports via natural language. Provides tool…
50048
jeff-nasseri
Revolut MCP Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
50049
afrozk
An MCP server that enables searching for jobs across Australian platforms (Seek…
50050
aniliou-85
A smart proxy that aggregates multiple downstream MCP servers and enables natur…
N/A N/A
Showing 50001–50050 of 66502 servers