MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33958
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42701
RohitYajee8076
backburner Claim
Run long shell commands as background tasks: start them, keep working, collect …
— ○ ⏳ — N/A N/A — — —
42702
introman2023
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
— ○ ⏳ — — — — — —
42703
crlian
mcp-pyatv Claim
MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, of…
— ○ ⏳ — N/A N/A — — —
42704
Oak1997
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
— ○ ⏳ — N/A N/A — — —
42705
EnviableAmaretto
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
— ○ ⏳ — N/A N/A — — —
42706
TouristShaun
mcp-brain Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
— ○ ⏳ — — — — — —
42707
mcpland
dynamic-mcp Claim
Dynamic MCP server for Node.js enabling runtime tool creation, management, and …
— ○ ⏳ — — — — — —
42708
fikriaf
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
— ○ ⏳ — — — — — —
42709
connextai
Minimal template MCP server with OAuth login and example tools for building cus…
— ○ ⏳ — — — — — —
42710
anurag-dhamala
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
— ○ ⏳ — — — — — —
42711
Lucas-Servi
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
— ○ ⏳ — — — — — —
42712
ilo.begashvili
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
42713
hGf-hansheng
ca Claim
— ○ ⏳ — N/A N/A — 95 —
42714
ionnes69
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
— ○ ⏳ — — — — — —
42715
stardeltapower
Enables management of Upmind platform products, categories, pricing, and bundle…
— ○ ⏳ — — — — — —
42716
maker240305
Enables to generate day trip itineraries in Korea using real-time public data f…
— ○ ⏳ — — — — — —
42717
Shanahan-Suresh
Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an …
— ○ ⏳ — — — — — —
42718
mesolimbo
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
— ○ ⏳ — N/A N/A — — —
42719
LWaetzig
An MCP server for searching Google Scholar, enabling paper search, author looku…
— ○ ⏳ — — — — — —
42720
theYahia
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
— ○ ⏳ — — — — — —
42721
davidpanter
Provides systems thinking models as composable analysis lenses for architecture…
— ○ ⏳ — N/A N/A — — —
42722
Alex-eng-ux
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
— ○ ⏳ — N/A N/A — — —
42723
Stankjedi
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
— ○ ⏳ — N/A N/A — — —
42724
WhitGai
Turns official pickleball scoring rules into callable tools for LLMs to track l…
— ○ ⏳ — — — — — —
42725
hi-k3uy
brag-fast Claim
— ○ ⏳ — — — — 81 —
42726
chenwei791129
Enables AI assistants to control a browser for web automation tasks like naviga…
— ○ ⏳ — N/A N/A — — —
42727
shilong20
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
— ○ ⏳ — N/A N/A — — —
42728
SimoneB79
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
— ○ ⏳ — — — — — —
42729
modelclixxo
dsview-mcp Claim
Local MCP server for building an agent-facing integration around DreamSourceLab…
— ○ ⏳ — N/A N/A — — —
42730
MarkovianProtocol
provenance Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
— ○ ⏳ — — — — — —
42731
1036007003-wq
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
— ○ ⏳ — — — — — —
42732
DeployFaith
hermes-gpt Claim
MCP sidecar for Hermes Agent exposing operator tools (cron, skills, config, wor…
— ○ ⏳ — N/A N/A — — —
42733
j4mesmorais
A server for managing financial accounting entries that provides utilities for …
— ○ ⏳ — — — — 81 —
42734
yangtaihong59
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
— ○ ⏳ — N/A N/A — — —
42735
proofsh
MCP server providing tools to interact with Obsidian via the Local REST API com…
— ○ ⏳ — N/A N/A — — —
42736
globalpocket
mcp-reranker Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
— ○ ⏳ — — — — — —
42737
lapin7771n
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
— ○ ⏳ — — — — — —
42738
alphaassay
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
— ○ ⏳ — — — — — —
42739
jordanburke
A local MCP server that enables LLMs to execute shell commands on remote hosts …
— ○ ⏳ — N/A N/A — — —
42740
ddpie
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
— ○ ⏳ — — — — — —
42741
frdeange
MCP server to query Cloud Champion's training catalog. Enables AI agents to sea…
— ○ ⏳ — — — — 81 —
42742
oldsnakenewtrik
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
— ○ ⏳ — — — — — —
42743
Lightfielder
Pixal3D-MCP Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
— ○ ⏳ — N/A N/A — — —
42744
ApentengJoseph
Provides structured tools for risk classification, SBAR generation, completenes…
— ○ ⏳ — N/A N/A — — —
42745
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
— ○ ⏳ — N/A N/A — — —
42746
affix
MCP server for GNOME Evolution that enables calendar and email operations such …
— ○ ⏳ — N/A N/A — — —
42747
WizardofTryout
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
— ○ ⏳ — N/A N/A — — —
42748
c0cl3c
Serves markdown knowledge from a git repository over MCP, providing tools to li…
— ○ ⏳ — — — — — —
42749
JNX03
MCP server that gives Claude human-like control of a Windows PC with its own vi…
— ○ ⏳ — N/A N/A — — —
42750
asgard-ai-platform
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
— ○ ⏳ — — — — — —
Showing 42701–42750 of 69343 servers
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