MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42551
stefanskiasan
Provides complete integration with the Everhour API for time tracking, project …
42552
jamesbubenik
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
N/A N/A
42553
NotHarshhaa
MCP server for IBM z/OS jobs, datasets, USS, and operational diagnostics via Zo…
N/A N/A
42554
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
42555
clikader
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
42556
techinfobel
MCP server for the Infobel GetData API, enabling AI agents to search businesses…
42557
AniruddhaShukla
Provides access to the National Park Service API, enabling natural language que…
42558
AmbossTech
Magma MCP Claim
MCP server for buying Lightning Network liquidity via Amboss Magma. Enables AI …
42559
k9fr4n
thruk-mcp Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
42560
tooluse-labs
wpa-mcp Claim
MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait sta…
N/A N/A
42561
shivamsharmxa
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
N/A N/A
42562
ApacheBin
xbtest Claim
N/A N/A 95
42563
WilliamLINWEN
A Model Context Protocol (MCP) server that provides tools for interacting with …
42564
iflow-mcp
Enables interaction with the Things app for task management, allowing natural l…
N/A N/A
42565
InstaCode
MCP server for iCloud Drive on macOS, enabling Claude to browse, read, search, …
N/A N/A
42566
pipeworx-io
mcp-govinfo Claim
Enables access to full text of US government publications from GovInfo.gov. Int…
42567
FLOX-Foundation
flox-mcp Claim
MCP server for the FLOX trading systems framework. ~30 tools to run backtests, …
N/A N/A
42568
pyzack
Enables querying batch status, traceability, and compliance through natural lan…
42569
piplin-es
Provides a persistent Python REPL session as a tool for executing code, managin…
N/A N/A
42570
BreeDevelopers
fairrecruit Claim
N/A N/A 95
42571
ApacheBin
dsadare Claim
N/A N/A 95
42572
getvexi
Enables MCP clients to search and retrieve structured business data from the Ve…
42573
Trace186
Enables managing a parametric CLI command registry with profile isolation and p…
N/A N/A
42574
lotharschulz
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
N/A N/A
42575
christianalares
nextmove-mcp Claim
Analyzes your repository and suggests the next tasks to work on, presented as n…
N/A N/A
42576
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
42577
pipeworx-io
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
42578
retospect
Manages patent application drafts via structured YAML and LaTeX sections, with …
N/A N/A
42579
pepperonas
pigeon Claim
Forwards browser console errors, warnings, and unhandled rejections to Claude C…
N/A N/A
42580
Pantani
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…
N/A N/A
42581
JiaweiLin
Manages #TODO comments in source code files, enabling you to add and query TODO…
N/A N/A
42582
zaferdace
Bridge Figma designs to any platform with structured specs for Unity, React, Fl…
42583
fastmcp-me
Provides a Python-based interface to the Perplexity API for querying responses,…
42584
odoo-dgoo2308
Enables interaction with Odoo instances via XML-RPC, supporting CRUD operations…
42585
fastmcp-me
MCP RAG Claim
A RAG-based knowledge base system supporting document processing, semantic sear…
N/A N/A
42586
CSOAI-ORG
AI-powered unit converter ai MCP server for agents. Supports convert length, co…
N/A N/A
42587
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
42588
chrischall
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
N/A N/A
42589
Create and manage forms, collect submissions — a headless form builder powered …
N/A N/A 81
42590
Dev-Herni
Gives AI agents real-time access to system metrics, process management, and con…
N/A N/A
42591
davidscoreal
CIA Diagnose Claim
Expert business diagnosis engine that analyzes companies across 11 dimensions a…
42592
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
42593
pblarismendi
An MCP server that enables managing GitHub repositories, pull requests, issues,…
42594
elis132
The definitive MCP server for voidtools Everything - lightning-fast file search…
N/A N/A
42595
RajeevAtla
dexMCP Claim
A Model Context Protocol server that wraps pypokedex to provide Pokemon data to…
42596
deepwa7er
poe2-mcp Claim
An MCP server for Path of Exile 2 build analysis that loads builds from Path of…
N/A N/A
42597
productdevbook
sufetch Claim
MCP server that enables AI assistants to explore and generate code for type-saf…
42598
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
81
42599
kqdssheng
csv Claim
N/A N/A 95
42600
utilsforagents
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
Showing 42551–42600 of 46053 servers
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