MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50701
enached134-ctrl
A multi-agent Retrieval-Augmented Generation system exposed as an MCP server. A…
50702
rnd-pro
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
N/A N/A
50703
PcnaidInc
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
50704
Gravitied
TokenHub MCP Claim
A production-packaged Model Context Protocol server for coding agents that rout…
N/A N/A
50705
eliteamz
Manage your Amazon seller account effortlessly. Create reports, update prices, …
N/A N/A 95
50706
Bink-AI
Enables AI agents to perform blockchain operations like wallet management, toke…
50707
jameselkins
artemis-mcp Claim
Enables interaction with the Artemis API to retrieve crypto token metrics and g…
N/A N/A
50708
DoppiaG93
ctxmem Claim
Provides AI agents with persistent, local, and shareable project memory by stor…
N/A N/A
50709
metavolve-labs
LBrain Claim
Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai…
N/A N/A
50710
machette-tech
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
81
50711
igun997
A foundation for developing custom Model Context Protocol servers in TypeScript…
N/A N/A 95
50712
rawtreedb
Enables querying, inserting, and managing unstructured data in RawTree via SQL,…
50713
Yarmoluk
Enables persistent, graph-based memory for AI agents, allowing them to store, t…
N/A N/A
50714
LongJourneyCai
Source-verified pet food regulations, recalls, nutrient standards and species c…
50715
clidey
deptrust Claim
deptrust is a CLI that checks package versions for known vulnerabilities across…
N/A N/A
50716
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
50717
carlosfernandescrypt
Local MCP server that transforms Figma documentation and business rules into a …
N/A N/A
50718
Mohit067
Enables management of expenses via SQLite database, including adding, listing, …
N/A N/A
50719
LS-SIEM-LLP
qa-probe Claim
Probes your live API and classifies why each endpoint failed (root cause + evid…
N/A N/A
50720
EvoMap
Exposes GEP (Genome Evolution Protocol) evolution capabilities to MCP-compatibl…
50721
jianlins
navmcp Claim
A browser automation MCP server that enables web page interaction, content extr…
N/A N/A
50722
Caleb68864
Enables Claude to edit photos in darktable via natural language, adjusting slid…
N/A N/A
50723
dallask
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
50724
backslash-ux
Acts as a production-grade safety layer for AI-assisted coding, monitoring Git …
50725
megascope
A minimal MCP server that executes commands on remote hosts by delegating to th…
N/A N/A
50726
sharmarhl1994-bit
MCP server that migrates SAP Module Pool programs to RAP applications interacti…
50727
johnfkraus
docsray-mcp Claim
An MCP server that provides AI assistants with advanced document perception cap…
50728
JXiuFen
A music MCP server that enables searching and playing songs with controls like …
N/A N/A
50729
Mikefluff
A standalone MCP server that integrates with Twenty CRM to provide AI-powered C…
50730
barkoszloy
tg-id-mcp Claim
MCP server for Telegram user/chat lookup with datacenter detection and account …
50731
MikeyBeez
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
N/A N/A
50732
SookieAI
HRMS MCP Claim
An HRMS assistant for AI tools that enables filing DSRs, checking leave balance…
50733
Ryo-Suzukii
mcp-maritime Claim
Provides real-time maritime weather data, tropical cyclone warnings, and route …
50734
namixai
funding-mcp Claim
Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage acro…
50735
Heretek-RE
re-frida Claim
MCP server that wraps the Frida dynamic instrumentation toolkit, allowing users…
N/A N/A
50736
Ludoonus
agentops-mcp Claim
Exposes analytics from Claude Code transcripts as MCP tools, enabling cost, aud…
N/A N/A
50737
jrenaldi79
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
50738
qubitsok
mcp-server Claim
N/A N/A 95
50739
zealoushacker
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
50740
pipeworx-io
Enables searching and querying City of Tulsa GIS open geospatial datasets (parc…
50741
tuskermanshu
vue-mcp-next Claim
Enables real-time debugging and state manipulation of Vue.js applications throu…
N/A N/A
50742
pipeworx-io
Enables searching and querying City of Yakima GIS open geospatial datasets, suc…
50743
pipeworx-io
Enables AI agents to search, query, and explore City of Sumter, South Carolina …
50744
foundryside-dev
heddle Claim
Temporal change-impact authority MCP server that tracks per-entity change histo…
N/A N/A
50745
odfalik
uthere Claim
Camera-based presence detection MCP server for Claude Code. Uses your webcam to…
N/A N/A
50746
CSOAI-ORG
ai-bom-mcp Claim
AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX …
N/A N/A 95
50747
withsivram
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
N/A N/A
50748
chaandannn
nable Claim
Local-first FinOps copilot: ask AWS, Azure, GCP and SaaS cost questions in your…
N/A N/A
50749
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
N/A N/A 95
50750
gannonh
AgentPM Claim
A planning and orchestration system for AI-driven software development that int…
N/A N/A
Showing 50701–50750 of 67226 servers