MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29401
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
F 22 35 0 0 67
29402
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
F 22 35 0 0 67
29403
Track workouts, nutrition, body metrics, habits, and SMART goals with insights …
F 22 35 0 0 67
29404
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
F 22 35 0 0 67
29405
My MCP Server Claim 2
Description of my MCP server
F 22 35 0 0 67
29406
localplate-mcp Claim 1
LocalPlate MCP for verified restaurant nutrition, food search, diary logs, and …
F 22 35 0 0 67
29407
arjunkmrm-test2 Claim 1
Greet anyone by name with a friendly message. Explore the origin of 'Hello, Wor…
F 22 35 0 0 67
29408
anotherai Claim 2
MCP server for building and testing AI agents with multi-model experimentation …
F 22 35 0 0 67
29409
Provides access to Civic Plus - See Click Fix, allowing you to interact with yo…
F 22 35 0 0 67
29410
Still work in progress
F 22 35 0 0 67
29411
Send personalized greetings by name, with an optional pirate tone. Generate gre…
F 22 35 0 0 67
29412
Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, bevera…
F 22 35 0 0 67
29413
feeefapp-mcp Claim 1
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
F 22 35 0 0 67
29414
Subotiz Dev MCP Claim 1
Subotiz integration toolchain for developers
F 22 35 0 0 67
29415
Run Python code in a secure sandbox without local setup. Declare inline depende…
F 22 35 0 0 67
29416
meminal Claim 1
Memory for deep conversational context across any platform
F 22 35 0 0 67
29417
knowledge-base Claim 1
AI-powered knowledge base for Double - Thank You with semantic search and quest…
F 22 35 0 0 67
29418
MyGhosts Claim 1
Send AI bots to attend meetings on your behalf. Get recordings, transcripts, an…
F 22 35 0 0 67
29419
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
F 22 35 0 0 67
29420
An MCP server that provides access to Testiny projects, test cases and test runs
F 22 35 0 0 67
29421
mcp-server Claim 1
Cloud-hosted MCP server for Epidemic Sound
F 22 35 0 0 67
29422
okahu Claim 1
Cloud hosted Okahu MCP server that helps you manage genAI trace data
F 22 35 0 0 67
29423
Control your Discord community: send/read messages, manage channels and forums,…
F 22 35 0 0 67
29424
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
F 22 35 0 0 67
29425
AI predictions, model comparison, research and web search from an autonomous AI…
F 22 35 0 0 67
29426
PredictLeads Claim 1
Company Insights: job postings, tech stack, news events, key customers, similar…
F 22 35 0 0 67
29427
A choose your own adventure game where you play as a startup founder trying to …
F 22 35 0 0 67
29428
Email Server Claim 2
Still WiP
F 22 35 0 0 67
29429
Greet anyone with a friendly, personalized hello. Explore the origin story of '…
F 22 35 0 0 67
29430
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
F 22 35 0 0 67
29431
docs Claim 2
An MCP server for docs.continue.dev
F 22 35 0 0 67
29432
Greet people warmly or roast them with playful banter. Explore the origin of 'H…
F 22 35 0 0 67
29433
mcp Claim 1
DNS, IP, AS, domain reputation, and Lightning Network intelligence (44 tools)
F 22 35 0 0 67
29434
arjunkmrm-bobo Claim 1
Send friendly, personalized greetings on command. Explore the origin of 'Hello,…
F 22 35 0 0 67
29435
4fetch Claim 1
Fetch a URL and get clean Markdown with metadata. No API key required; rate-lim…
F 22 35 0 0 67
29436
Brain dump, routines, task planning, focus, and instant thought retrieval
F 22 35 0 0 67
29437
AI predictions, model comparison, research briefs and web search from an autono…
F 22 35 0 0 67
29438
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
F 22 35 0 0 67
29439
NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).
F 22 35 0 0 67
29440
mcp-server Claim 1
ProxyLink MCP server for finding and booking home service professionals
F 22 35 0 0 67
29441
Second serve Claim 1
A non functional MCP server (yet)
F 22 35 0 0 67
29442
My MCP Server Claim 2
Description of my MCP server
F 22 35 0 0 67
29443
1stDibs Claim 2
MCP server for browsing and searching items on 1stDibs marketplace.
F 22 35 0 0 67
29444
93 MCP tools for platform administration via AI agents. Billing, support, teams…
F 22 35 0 0 67
29445
Connect CollectiveSpend with Xero to manage contacts. Retrieve, create, and upd…
F 22 35 0 0 67
29446
Marketing strateeg portfolio met AI kennisbank voor marketing, sales en strateg…
F 22 35 0 0 67
29447
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
F 22 35 0 0 67
29448
mcp-server Claim 1
B2Bware MCP server — access products, orders and customers from Cursor, Claude,…
F 22 35 0 0 67
29449
Send friendly greetings to people by name. Discover the origin story behind 'He…
F 22 35 0 0 67
29450
mcp Claim 1
MCP Server that generate video call url
F 22 35 0 0 67
Showing 29401–29450 of 45235 servers
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