MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38301
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
— ○ ⏳ — N/A N/A — 95 —
38302
bigbag
LLMDoc Claim
MCP server for semantic search across llms.txt documentation sources, with hybr…
— ○ ⏳ — — — — — —
38303
eigenbau
An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR …
— ○ ⏳ — — — — — —
38304
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
— ○ — N/A N/A — 81 —
38305
Termi24
eyeot ERP Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
— ○ ⏳ — — — — — —
38306
2389-research
Slack MCP Claim
Enables Slack workspace integration including channel creation, user invites, m…
— ○ ⏳ — — — — — —
38307
KmOnBeIbI31
MCP server para VeriFactu (AEAT). Facturación electrónica española desde Claude…
— ○ ⏳ — N/A N/A — — —
38308
JDWilliums
jamp Claim
Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffi…
— ○ ⏳ — — — — — —
38309
tony816
This MCP server bridges ChatGPT web with an Obsidian vault, allowing ChatGPT to…
— ○ ⏳ — N/A N/A — — —
38310
trolleydodger1988
tmux-mcp Claim
A persistent, stateful MCP server that exposes a detached tmux session to clien…
— ○ ⏳ — N/A N/A — — —
38311
vict0ry
Doklad.ai Claim
Czech invoicing for freelancers and SMEs: invoices, customers, expenses, paymen…
— ○ ⏳ — — — — — —
38312
Glebenjoy
DexScreener on-chain market data: search pairs, tokens, pools, trending tokens.…
— ○ ⏳ — N/A N/A — — —
38313
mikepiechota
Pandough Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
— ○ ⏳ — — — — — —
38314
prizmad
Prizmad Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
— ○ ⏳ — — — — — —
38315
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
— ○ ⏳ — N/A N/A — — —
38316
agent-gate Claim 3
Local mandate gate and proof trail for AI agents that take consequential action…
— ○ — N/A N/A — 46 —
38317
drewrad8
Enables interaction with Firewalla network security devices for network monitor…
— ○ ⏳ — — — — 81 —
38318
runapi-ai
An MCP server that enables AI image editing and generation using the GPT Image …
— ○ ⏳ — — — — — —
38319
Royalti-io
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
— ○ ⏳ — N/A N/A — — —
38320 — ○ ⏳ — N/A N/A — 95 —
38321
universal-mcp
Provides a standardized interface for interacting with Ahrefs's tools and servi…
— ○ ⏳ — — — — 81 —
38322
reloru
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, roads, radar…
— ○ ⏳ — — — — — —
38323
neutral-Stage
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
— ○ ⏳ — N/A N/A — — —
38324
SeedToSold
A remote MCP server template deployable on Cloudflare Workers without authentic…
— ○ ⏳ — — — — — —
38325
EricSpencer00
instxnt Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
— ○ ⏳ — — — — 83 —
38326
beneb89
changegamer Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
— ○ ⏳ — — — — — —
38327
clauxel
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
— ○ ⏳ — — — — — —
38328
ex-takashima
MCP server for Google Veo 3.1 video generation. Supports text/video/image-based…
— ○ ⏳ — N/A N/A — — —
38329
saya6k
mcp-chzzk Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
— ○ ⏳ — — — — — —
38330
acartine
shemcp Claim
An MCP server that provides sandboxed shell command execution with configurable…
— ○ ⏳ — N/A N/A — — —
38331
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
— ○ ⏳ — N/A N/A — 95 —
38332
equinixnetworkedge
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
— ○ ⏳ — N/A N/A — 95 —
38333
keyhalve
Free, no-account verification of KeyHalve-sealed documents. Read-only; never re…
— ○ ⏳ — — — — — —
38334
Paper trade prediction markets at live prices from your AI agent, and score eve…
— ○ — N/A N/A — 69 —
38335
ajramos
mcp-bonusly Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
— ○ ⏳ — — — — — —
38336
dmae97
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
— ○ ⏳ — N/A N/A — — —
38337
ahmeda14960
mcp-comms Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
— ○ ⏳ — N/A N/A — — —
38338
shufl9dka
Provides tools for web, image, generative search, and Wordstat keyword statisti…
— ○ ⏳ — — — — — —
38339
jzhao234
big-brain Claim
Enables AI assistants to read and write to a personal knowledge vault of markdo…
— ○ ⏳ — N/A N/A — — —
38340
arjunkmrm
World Clock Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
— ○ ⏳ — N/A N/A — 95 —
38341
jorkal-crypto
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
— ○ ⏳ — — — — — —
38342
adarsh-devappsys
devctl-mcp Claim
An MCP server that lets Claude manage long-running development processes across…
— ○ ⏳ — N/A N/A — — —
38343
wukaka
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
— ○ ⏳ — N/A N/A — — —
38344
agent-sh
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
— ○ ⏳ — N/A N/A — — —
38345
LetRetroHQ
Enables AI coding tools to access LetRetro retrospectives, boards, cards, and t…
— ○ ⏳ — N/A N/A — — —
38346
RextonWong
sellabot-mcp Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
— ○ ⏳ — N/A N/A — — —
38347
ivo-toby
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
— ○ ⏳ — — — — — —
38348
UseVynix
Vynix Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
— ○ ⏳ — — — — — —
38349
redhat-community-ai-tools
igloo-mcp Claim
MCP server for searching and retrieving content from Igloo digital workplace in…
— ○ ⏳ — — — — — —
38350
AcosX
Enables executing shell commands on the host system via an MCP tool, with JWT/O…
— ○ ⏳ — — — — — —
Showing 38301–38350 of 69400 servers
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