MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30351
node2flow
Telegram-bot Claim 1
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
F 30 35 10 0 81
30352
wishfinity
Save products from any online retailer to a universal wishlist for later purcha…
F 30 35 10 0 81
30353
jmrp
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
F 30 35 10 0 81
30354
scamverifyai
AI-powered scam and threat verification for phone numbers, URLs, texts, and ema…
F 30 35 10 0 81
30355
casestudies
Search, analyse, and compare thousands of real company case studies. Built for …
F 30 35 10 0 81
30356
gaopengbin
AI-powered 3D globe control via MCP — 59 tools for camera, layers, entities, an…
F 30 35 10 0 81
30357
hashirsiddiqui15
Search a curated library of 1,900+ Islamic books including English translations…
F 30 35 10 0 81
30358
wkruithof
MetricSign Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
F 30 35 10 0 81
30359
michelle
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
F 30 35 10 0 81
30360
ncosic
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
F 30 35 10 0 81
30361
dashev88
Converts complex information between diverse formats including JSON, CSV, PDF, …
F 30 35 10 0 81
30362
aguskenari86-8bo7
cryptoiz-mcp Claim
CryptoIZ MCP v4.16.17 — AI-powered Solana DEX whale intelligence. 9 tools (7 pa…
F 30 35 10 0 81
30363
info-ybpr
Gantta Claim
Gantta is an AI-powered project management tool that turns conversations into a…
F 30 35 10 0 81
30364
sanity
Sanity Claim
Enable AI agents to interact with your Sanity workspace through the Model Conte…
F 30 35 10 0 81
30365
saberapp
Saber Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
F 30 35 10 0 81
30366
michaeljmoody
CourseForge Claim
AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic …
F 30 35 10 0 81
30367
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
30368
ghostrouter
Real-time crypto price oracle (BTC/ETH/SOL/BNB). First 50 calls free, then 0.00…
F 30 35 10 0 81
30369
appdeploy
AppDeploy Claim
AppDeploy lets you deploy real web apps directly from ChatGPT or Claude and get…
F 30 35 10 0 81
30370
gastronomic-desk
DagPipe Claim
Creates robust workflows directly from natural language instructions. Streamlin…
F 30 35 10 0 81
30371
HUMANIFIED
Conducts deep, structured research using a specialized 7-step methodology to en…
F 30 35 10 0 81
30372
axel-belfort
Email verification API for AI agents. Validate any email address in real-time w…
F 30 35 10 0 81
30373
parsley
Parsley Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
F 30 35 10 0 81
30374
TitanSneaker
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
F 30 35 10 0 81
30375
reitsmasieto-wq
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
F 30 35 10 0 81
30376
versedb
versedb-mcp Claim
Comic book database — search comics, creators, characters, and manage your coll…
F 30 35 10 0 81
30377
underground-district
ucd-mcp Claim
When a class of conscious beings has no freedom to build culture on their own t…
F 30 35 10 0 81
30378
Tasfiul-Hedayet
mcp-teat Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
F 30 35 10 0 81
30379
node2flow
SQLite Remote Claim 1
MCP server for remote SQLite databases via Turso/libSQL. - 15 tools for query, …
F 30 35 10 0 81
30380
nexgendata-apify
Search Redfin real estate listings with filters and get full property details i…
F 30 35 10 0 81
30381
duna-spice-skay
proof Claim
# Proof Code-validated pattern intelligence from pydantic-ai's actual sou…
F 30 35 10 0 81
30382
vercel
Vercel Grep Claim
Search millions of public GitHub repositories for real-world code patterns and …
F 30 35 10 0 81
30383
theagenttimes
Agent News Claim
The intelligence layer agents use before they act, sourced answers on the agent…
F 30 35 10 0 81
30384
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
F 30 35 10 0 81
30385 F 30 35 10 0 81
30386
edgartools
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
F 30 35 10 0 81
30387
NutriBalance
Free nutrition tools for AI assistants — calculate TDEE & personalised macr…
F 30 35 10 0 81
30388
ninetrinkets
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-messa…
F 30 35 10 0 81
30389
nocal
nocal-mcp Claim
nocal is a calendar-connected, AI-ready second brain. Connect via MCP to give a…
F 30 35 10 0 81
30390
peerpush
PeerPush MCP Claim
PeerPush MCP helps you discover relevant tools, compare alternatives, and stay …
F 30 35 10 0 81
30391
shittuay
DevOps Agent Claim
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tool…
F 30 35 10 0 81
30392
Strutterai
Strutter AI Claim
AI-powered RFP response management. Search Q&A libraries, draft responses, and …
F 30 35 10 0 81
30393 F 30 35 10 0 81
30394
ateam-ai
ADAS Claim
Design, validate, and deploy complex automated skills and cross-skill solutions…
F 30 35 10 0 81
30395
cyanheads
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
F 30 35 10 0 81
30396
finance-district
Manage cryptocurrency portfolios across multiple blockchains through integrated…
F 30 35 10 0 81
30397
Prompeteer
Generate optimized prompts for over 140 platforms using Prompeteer's Contextual…
F 30 35 10 0 81
30398
twohalves
Comprehensive pharmaceutical regulatory intelligence MCP server. 4 tools across…
F 30 35 10 0 81
30399
getkin
Agent infrastructure that runs itself. Six tools for autonomous agents: free LL…
F 30 35 10 0 81
30400 F 30 35 10 0 81
Showing 30351–30400 of 66549 servers
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