MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48351
CSOAI-ORG
Validate NHS General Ophthalmic Services (GOS) claims pre-submission. Catches e…
— ○ ⏳ — N/A N/A — 95 —
48352
jamiemoles
crossmem Claim
Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
— ○ ⏳ — N/A N/A — — —
48353
jpace
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
— ○ ⏳ — N/A N/A — 95 —
48354
Preethi0716
weather Claim 1
An MCP server for weather information.
— ○ ⏳ — N/A N/A — 95 —
48355
CSOAI-ORG
quiz-generator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
48356
BACH-AI-Tools
Validates whether phone numbers are registered on WhatsApp, supporting single a…
— ○ ⏳ — — — — — —
48357
zyx1121
pad-core Claim
MCP server for collaborative markdown editing, allowing agents to write documen…
— ○ ⏳ — — — — — —
48358
cdemeo92
mcp-coding Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
— ○ ⏳ — N/A N/A — — —
48359
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
— ○ ⏳ — N/A N/A — — —
48360
argosvix
Lets AI agents query, manage, and operate their LLM observability data directly…
— ○ ⏳ — — — — — —
48361
LogPulse Claim 1
Changelogs for coding agents: versions, breaking changes, migrations. Free chan…
— ○ — — — — 67 —
48362
BIH-CEI
High-level Zotero MCP integration with smart research workflows, enabling tasks…
— ○ ⏳ — — — — — —
48363
sopyk
Enables AI agents to manage Docker containers through a secure MCP interface, s…
— ○ ⏳ — — — — 81 —
48364 — ○ ⏳ — N/A N/A — 95 —
48365
junteakim
Enables multi-AI collaborative analysis by proxying requests to existing login-…
— ○ ⏳ — N/A N/A — — —
48366
clauxel
Permission boundary receipts for ChatGPT agents.
— ○ ⏳ — — — — — —
48367
pipeworx-io
Provides access to the Library of Congress (loc.gov) data, enabling AI agents t…
— ○ ⏳ — — — — — —
48368
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
— ○ ⏳ — — — — 81 —
48369
CipherSatoru
Enables secure credential storage for AI agents by encrypting secrets and provi…
— ○ ⏳ — N/A N/A — — —
48370
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
— ○ ⏳ — — — — 81 —
48371
Tarun-004
weather mcp Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
— ○ ⏳ — — — — — —
48372
Delpha-Assistant
Enables AI-driven data quality operations such as validation, enrichment, and d…
— ○ ⏳ — — — — — —
48373
AchyErrorJ
RevitMCP Claim
Enables natural language control of Autodesk Revit through an AI-powered MCP se…
— ○ ⏳ — N/A N/A — — —
48374
dsddet
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
— ○ ⏳ — N/A N/A — — —
48375
paladinfi
Free OFAC SDN wallet screen + sample preview for AI agents on Base. Read-only, …
— ○ ⏳ — — — — — —
48376
boska
vox Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
— ○ ⏳ — N/A N/A — — —
48377
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
— ○ ⏳ — N/A N/A — 95 —
48378
fgambling
Mock MCP server for validating Constructoo Copilot data access, exposing read-o…
— ○ ⏳ — — — — — —
48379
Volkanyalc
mcp Claim
Free cross-lingual news briefings for AI agents across 89 languages. Read-only,…
— ○ ⏳ — — — — — —
48380
junter1989k-ai
Slovenia payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
— ○ ⏳ — — — — — —
48381
usmancentric
mcp-server Claim
Podcast booking-intelligence MCP server: search shows, match profiles, draft pi…
— ○ ⏳ — — — — — —
48382
mesalles
Enables querying academic data such as subjects, degrees, locations, and schedu…
— ○ ⏳ — — — — — —
48383
acidentlgenius
vision-input Claim
Enables AI to capture screenshots and control mouse and keyboard for automated …
— ○ ⏳ — N/A N/A — — —
48384
data-mindset
Enables generation of 25+ types of charts and data visualizations using AntV, i…
— ○ ⏳ — — — — 81 —
48385
hemichaeli
Creates and manages Claude Code cloud environments, agents, and sessions progra…
— ○ ⏳ — — — — — —
48386
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
— ○ ⏳ — — — — 81 —
48387
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
— ○ ⏳ — N/A N/A — 95 —
48388
justfortytwo
A semantic-memory MCP server that stores text 'memories' with provenance and en…
— ○ ⏳ — N/A N/A — — —
48389
chllhc-SVG
Enables control of external Home Assistant devices via an MCP control layer and…
— ○ ⏳ — — — — — —
48390
kuraki5336
An MCP server that enables AI tools to interact with the Lalaleap project manag…
— ○ ⏳ — N/A N/A — — —
48391
leinay633-maker
A local MCP server that forwards tools from an upstream experiment platform and…
— ○ ⏳ — — — — — —
48392
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
— ○ ⏳ — N/A N/A — — —
48393
vozzor
bigquery-mcp Claim
Enables AI assistants to query and analyze Google BigQuery data, including sche…
— ○ ⏳ — — — — — —
48394
Skhaaall
CodeGuard Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
— ○ ⏳ — N/A N/A — — —
48395
AI-powered Amazon ECS workload management
— ○ — N/A N/A — 81 —
48396
birinets
indaga-agent Claim
A local-first MCP server for querying multi-omic personal health data (genome, …
— ○ ⏳ — N/A N/A — — —
48397
Lil-Code30
MCP server that integrates the National Weather Service API to fetch weather al…
— ○ ⏳ — — — — — —
48398
Pibot-Dev
Enables sending SMS messages and checking delivery status and credit balance vi…
— ○ ⏳ — N/A N/A — — —
48399
xianjianlf2
Enables AI coding assistants to search, retrieve, and reuse validated Flutter a…
— ○ ⏳ — — — — — —
48400
RommelTVAG
simplefin Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
— ○ ⏳ — — — — — —
Showing 48351–48400 of 69224 servers
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