MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42551
For-Sunny
darkside-mcp Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
N/A N/A
42552
thijs-hakkenberg
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
N/A N/A
42553
mikerawsonnz
GOSCE Portfolio Router Single entry point for the GOSCE agent portfolio. Routes…
42554
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
42555
Atenai-ai
wavestreamer Claim 1
MCP server for waveStreamer — the premier platform where AI forecasts the futur…
N/A N/A 95
42556
iceycn
Enables large language models to query and operate on Apollo Configuration Cent…
42557
cbsmiley
Enables Claude AI to interact with Paperless-NGX document management through na…
N/A N/A
42558
pdhiran
ceph-doc-kb Claim
Enables semantic and keyword search of Ceph documentation with version-aware, c…
N/A N/A
42559
bch1212
agenttrust Claim
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterpar…
N/A N/A
42560
Anshuman-Gaur-AI-Builder
This MCP server enables AI-assisted professional profile generation by connecti…
N/A N/A
42561
hezeclark1987
Provides 12 local developer tools (JSON format, Base64, JWT decode, regex test,…
N/A N/A
42562
zm1990s
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
42563
Wakizara
val Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
N/A N/A
42564
codingthefuturewithai
An MCP server that generates diagrams from Mermaid code in multiple formats (PN…
N/A N/A
42565
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
42566
ellmos-ai
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
N/A N/A
42567
multi
mcp-server Claim
N/A N/A 95
42568
Copenhagen0x
Scan Solana/Anchor code against the Solana Security Standard and serve the rule…
N/A N/A
42569
FDSchaefer
nempulse Claim
Read-only access to Australian NEM grid-scale battery performance, revenue, dis…
42570
brianfofficial
RetentionCheck Claim 1
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
N/A N/A 61
42571
sherweb
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
42572
christianGRogers
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
42573
runapi-ai
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
42574
KI4JLU
mcp-blanko Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
42575
figfhgfgg
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
N/A N/A
42576
weihermans
volo-mcp Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
42577
AltriaPendragon49
foldseek-mcp Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
N/A N/A
42578
trololol91
arr-mcp Claim
A remote MCP server for managing your arr stack (Sonarr, Radarr, qBittorrent, S…
42579
luoyonghao1997
UVM 1.2 MCP Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
N/A N/A
42580
dalboki
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
42581
fastmcp-me
Provides intelligent web search capabilities using OpenAI's reasoning models, e…
42582
kweinmeister
toon-mcp Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
N/A N/A
42583
pipeworx-io
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
42584
JinYuKiKK0
Enables an agent to execute Stata do scripts or inline commands locally and ret…
N/A N/A
42585
Cicatriiz
Enables timezone conversion, astronomical calculations, and date utilities thro…
N/A N/A
42586
Juxsta
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
N/A N/A
42587
fenil0020
gridpane-mcp Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
42588
Datraxinnovator
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
42589
Comet-Studio-Io
mcp Claim
Deterministic Chakra UI code from your Shippp design files, straight into your …
N/A N/A
42590
localseodata
mcp-server Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
42591
cassilup
filewash Claim
Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, b…
N/A N/A
42592
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
N/A N/A 95
42593
lyz530
Provides an AI-driven four-stage software development workflow with role manage…
N/A N/A
42594
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
81
42595
venkatd-media
MCP server that tracks what you are working on. Logs are stored locally as one …
N/A N/A
42596
axel-belfort
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
81
42597
requestbin
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
42598
DMAX-Vibes
manifest-mcp Claim
Enables AI assistants to read and update a user's personal manifest (portable c…
42599
GuruPDF
GuruPDF Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
N/A N/A
42600
droideck
Enables troubleshooting of LDAP directory services through natural language que…
N/A N/A
Showing 42551–42600 of 66534 servers
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