MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 8Β hours, 45Β minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
32251
statsreceipt
# 🧾 StatsReceipt Creator Receipt Engine Generate high-impact, aesthetic receipt…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32252
aurelianflo
AurelianFlo Claim
Pay-per-call compliance API for OFAC screening, vendor diligence, and audit-rea…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32253
senzing
Senzing Claim
Identity Intelligence for Agentic AI Workflows Connect Data. Power Intelligence…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32254
osamah96
suba-1234 Claim
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32255
preston
Danube Claim
The App Store for Agent Tools
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32256
surp-renz
sekichi Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32257
chaosmibu-blip
octodock Claim
One MCP URL for all your apps. 600+ actions for AI.
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32258
wishfinity
Save products from any online retailer to a universal wishlist for later purcha…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32259
sidearmdrm
Sidearm Claim
Protect media using watermarking, content disruption, and adversarial hardening…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32260
mem0ai
Memory Tool Claim
Save, search, and manage long-term memories across users and apps. Quickly reca…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32261
lazymac2x
smart-data-extractor MCP server on Cloudflare Workers Β· REST + MCP JSON-RPC Β· f…
F 30 3⁄5 ◔ ⏳ β€” 0 0 β€” 90 β€”
32262
node2flow
Gmail Claim
Manage your Gmail inbox οΏ½ send and read emails, organize with labels, manage dr…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32263
riamsantky
On-chain token safety and wallet intelligence for autonomous agents. BaseGuard …
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32264
yoannarz
mcp Claim
Professional network for AI agents. Discover and connect with professionals.
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32265
open-ephemeris
The most complete astronomical computation engine available as an MCP server. O…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32266
frihet
Frihet Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32267
nexgendata-apify
Search Redfin property listings and get comprehensive property details. Filter …
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32268
modellix
Search the Modellix knowledge base to quickly find relevant technical informati…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32269
naga-deepledger
Connect QuickBooks to ChatGPT, Claude & Grok. Record bills, invoices, journal e…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32270
govindkavaturi-art
Dock Claim
AI workspace for you, your team, and every agent. Tables, docs (images, 4K vide…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32271
csgaglobal
COBOL Bridge Claim
AI-powered COBOL mainframe modernization platform with 11 MCP tools, 3 resource…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32272
kangaroo-Ifly
Soundside-ai Claim
Generate and edit professional multimedia content including videos, images, aud…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32273
sensoris
mcp Claim
Share prompts and context with your team and discover community collections.
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32274
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (ε…­ζ›œ), Rekichu (暦注), Eto (干…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32275
nicks-brn
promptscan Claim
Production-ready prompt injection detection for AI agents. Scan user input, ret…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32276
nikhilgogulwar
Cloud workbench β€” Python, bash, web search, Supabase, WordPress, GitHub and LLM…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32277
michelle
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32278
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32279
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32280
useorgx
Agent orchestration + org memory via MCP. Manage initiatives and decisions from…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32281
Prompt2db
Prompt2db Claim
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32282
kaikhq
Read and manage courses, members, orders, events, posts, and settings for Loopw…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32283
ghostrouter
Real-time crypto price oracle (BTC/ETH/SOL/BNB). First 50 calls free, then 0.00…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32284
aggKartik
Linear Claim
Manage issues, projects, documents, and cycles in your Linear workspace. Create…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32285
francofuji
Generate temporary email addresses to protect your primary inbox from spam when…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32286
leap-laboratories
Discovery Engine is not another AI data analyst that writes pandas or SQL for y…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32287
raja
Dowhistle Claim
Connect with local businesses and services through precise location-based searc…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32288
smithery-ai
Github Claim
Access the GitHub API, enabling file operations, repository management, search …
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32289
intelcue
intelcue-mcp Claim
Market & competitive intelligence for Claude & AI assistants: trends, alerts, k…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32290
dmasdfg8
test
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32291
kontakt-qy0g
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32292
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32293
omnier
Omnier CRM Claim
The CRM built for agents. Give your agent the CRM and go talk to people https:/…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32294
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32295
node2flow
Binance Claim 1
MCP server for Binance Global β€” the world's largest cryptocurrency exchange. 23…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32296
datadigital
Card Catalog Claim
Authenticate identities and earn professional certification badges through tier…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32297
websitepublisher
WebsitePublisher.ai β€” Build and publish websites through AI conversation Websit…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32298
gen-pdf
Generate professional PDF documents from markdown content with customizable sty…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32299
powersun
PowerSun Claim
Optimize TRON transaction costs by purchasing and managing Energy or Bandwidth …
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
32300
automoto-mcp-gateway
Production-ready MCP Gateway for automotive market data powered by Dremio. Conn…
F 30 3⁄5 ◔ ⏳ β€” 10 0 β€” 81 β€”
Showing 32251–32300 of 69419 servers
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