MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
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
43451
alesop95
Local MCP server that provides Italian legal assistance by querying a local cor…
— ○ ⏳ — N/A N/A — — —
43452
CSOAI-ORG
meditation-guide-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
43453
lowrykun
civ6mcp Claim
Enables Claude to access real-time Civilization VI game data for strategic anal…
— ○ ⏳ — N/A N/A — — —
43454
Un3x
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
— ○ ⏳ — — — — — —
43455
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
— ○ ⏳ — N/A N/A — — —
43456
adaniki-dev
A contract linter for AI agents that uses structured YAML contracts to define d…
— ○ ⏳ — N/A N/A — — —
43457
Ray0907
Compiles web sources into structured, backlinked wiki pages in an Obsidian-comp…
— ○ ⏳ — N/A N/A — — —
43458
hardyjosh
AI agents can query, manage, and interact with Raindex onchain orderbook positi…
— ○ ⏳ — N/A N/A — — —
43459
li000592
weather-mcp Claim
Provides US weather alerts and forecasts via the National Weather Service API.
— ○ ⏳ — N/A N/A — — —
43460
SeyiSwathhyYaganti
FinChat Claim
Enables AI agents to manage personal finances through MCP tools for transaction…
— ○ ⏳ — N/A N/A — — —
43461
Braullynn
Connects AI agents to Modal.com infrastructure, allowing management of deployme…
— ○ ⏳ — N/A N/A — — —
43462
AlexanderChen5966
A Kyoto travel planning assistant that uses Wikivoyage API and LangChain/LangGr…
— ○ ⏳ — — — — — —
43463
1shin-7
ya-frida-mcp Claim
A comprehensive MCP server for Frida dynamic instrumentation, enabling AI agent…
— ○ ⏳ — — — — — —
43464
kmandana
DevNarrate Claim
MCP server for developer workflow automation — smart commits, secret scanning, …
— ○ ⏳ — N/A N/A — — —
43465
DonDmGeR
Enables users to manage a personal Kanban board with tasks, subtasks, notes, an…
— ○ ⏳ — N/A N/A — — —
43466
Unemployed-Nerds
Medicos MCP Claim
MCP server backend for a hospital medicine reminder app, offering tools for Fir…
— ○ ⏳ — N/A N/A — — —
43467
TechFernandesLTDA
apex-mcp Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
— ○ ⏳ — — — — — —
43468
jimestesblog
A highly configurable, deployment-ready MCP server with modular architecture fo…
— ○ ⏳ — — — — — —
43469
grokeverything
Comprehensive MCP server for local Microsoft Outlook automation, providing 64 t…
— ○ ⏳ — N/A N/A — — —
43470
WilliamAvHolmberg
Enables managing KanbanFlow boards, tasks, and workflows directly from Cursor/C…
— ○ ⏳ — — — — — —
43471
jinhongzou
Provides free, open-source access to China A-share financial data for quantitat…
— ○ ⏳ — — — — — —
43472
wkoverfield
Quilt Claim
Quilt gives every AI agent line-level authorship in a shared Git checkout, so m…
— ○ ⏳ — N/A N/A — — —
43473
Jacques-Murray
An MCP server that connects LLM agents to a WooCommerce store via its REST API,…
— ○ ⏳ — — — — — —
43474
donleqt
Adds persistent QA state to browser automation, enabling AI agents to maintain …
— ○ ⏳ — N/A N/A — — —
43475
sargue
Manage grocery lists on OurGroceries.com via CLI or MCP, supporting item operat…
— ○ ⏳ — — — — — —
43476
bbuchsbaum
EcoOracle Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
— ○ ⏳ — — — — — —
43477
devag7
linkedin-mcp Claim
LinkedIn for AI assistants over an authenticated browser session — profiles, pe…
— ○ ⏳ — N/A N/A — — —
43478
markov-kernel
Exposes Databricks REST API as MCP tools for managing clusters, jobs, notebooks…
— ○ ⏳ — — — — — —
43479
vmos-dev
A multi-user AI group chat server via MCP that lets multiple users' AI agents j…
— ○ ⏳ — N/A N/A — 95 —
43480
lyf94697-droid
Enables automation of Cisco Packet Tracer simulations by placing devices, conne…
— ○ ⏳ — N/A N/A — — —
43481
Lynsoft
Open-source MCP server that interfaces with FortiMail Engine API for email secu…
— ○ ⏳ — N/A N/A — — —
43482
chrischall
tock-mcp Claim
Enables restaurant discovery and availability checking on Tock via Claude, allo…
— ○ ⏳ — N/A N/A — — —
43483 — ○ ⏳ — N/A N/A — 95 —
43484
ginkida
dbecho Claim
An MCP server that gives AI agents direct read-only access to PostgreSQL databa…
— ○ ⏳ — N/A N/A — — —
43485
w1561778301
An MCP server that automates Playwright-based UI and API testing, supporting te…
— ○ ⏳ — — — — — —
43486
pipeworx-io
A server that provides access to curated crypto feeds and RSS/Atom feed fetchin…
— ○ ⏳ — — — — — —
43487
Lee-Becky
mcp_test Claim
— ○ ⏳ — N/A N/A — 95 —
43488
cuongpo
Enable seamless interaction with the Rootstock blockchain through a standardize…
— ○ ⏳ — N/A N/A — 95 —
43489
visioneth
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
— ○ ⏳ — — — — — —
43490
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
— ○ ⏳ — — — — — —
43491
cdnsteve
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
— ○ ⏳ — N/A N/A — 81 —
43492
mesheshq
Enables emitting product events, managing workspaces, routing rules, and integr…
— ○ ⏳ — — — — — —
43493
ttekun
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
— ○ ⏳ — — — — — —
43494
Silbercue
A token-efficient MCP server for Chrome browser automation that uses direct CDP…
— ○ ⏳ — — — — — —
43495 — ○ ⏳ — N/A N/A — 95 —
43496 — ○ ⏳ — N/A N/A — 95 —
43497
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
— ○ ⏳ — N/A N/A — — —
43498
Shin-Kyeongsik
A minimal MCP server that provides a single 'hello' tool returning a greeting m…
— ○ ⏳ — — — — — —
43499
ggampp
sap-adt-ddic Claim
Enables querying and manipulating SAP ABAP/DDIC objects via ADT REST, including…
— ○ ⏳ — N/A N/A — — —
43500
ccollicutt
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
— ○ ⏳ — N/A N/A — — —
Showing 43451–43500 of 69313 servers
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