MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28701 |
Transipal WMS
Claim
Warehouse management for warehouses, missions, tasks, packs, products, and ship…
|
F 30 3⁄5 | ||||||||
| 28702 |
PreClick
Claim
PreClick: An intent + security layer for agent browsing that verifies each dest…
|
F 30 3⁄5 | ||||||||
| 28703 |
Search a curated library of 1,900+ Islamic books including English translations…
|
F 30 3⁄5 | ||||||||
| 28704 |
UnCorreoTemporal
Claim
Generate temporary email addresses to protect your primary inbox from spam when…
|
F 30 3⁄5 | ||||||||
| 28705 |
Ayni
Claim
Facilitate standardized communication between agents using a specialized glyph-…
|
F 30 3⁄5 | ||||||||
| 28706 |
mistaike.ai
Claim
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
|
F 30 3⁄5 | ||||||||
| 28707 |
Agent Safe Message MCP
Claim
A suite of MCP tools that scan every message, image, and video your AI agent ha…
|
F 30 3⁄5 | ||||||||
| 28708 |
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
|
F 30 3⁄5 | ||||||||
| 28709 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 28710 |
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
|
F 30 3⁄5 | ||||||||
| 28711 |
Scrayle Web Scraper
Claim
Scrayle.com gives AI agents full web access through 35 tools spanning scraping,…
|
F 30 3⁄5 | ||||||||
| 28712 |
cyphergoat
Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
|
F 30 3⁄5 | ||||||||
| 28713 |
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
|
F 30 3⁄5 | ||||||||
| 28714 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 28715 |
Prompeteer.ai
Claim
Generate optimized prompts for over 140 platforms using Prompeteer's Contextual…
|
F 30 3⁄5 | ||||||||
| 28716 |
Coupang
Claim
Search and browse products on Coupang to find competitive prices and daily disc…
|
F 30 3⁄5 | ||||||||
| 28717 |
AI Research Assistant
Claim
|
F 30 3⁄5 | ||||||||
| 28718 |
The Agent Times
Claim
Access the latest news and investigative reporting on the agent economy. Search…
|
F 30 3⁄5 | ||||||||
| 28719 |
settlegrid-discovery
Claim
|
F 30 3⁄5 | ||||||||
| 28720 |
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
|
F 30 3⁄5 | ||||||||
| 28721 |
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
|
F 30 3⁄5 | ||||||||
| 28722 |
For compliance teams and AI developers: PHANEROS surfaces what changed in OFAC,…
|
F 30 3⁄5 | ||||||||
| 28723 |
EzBiz Social
Claim
Analyze social media profiles and brand presence to identify posting patterns a…
|
F 30 3⁄5 | ||||||||
| 28724 |
mcp-seedance
Claim
|
F 30 3⁄5 | ||||||||
| 28725 |
Github
Claim
Access the GitHub API, enabling file operations, repository management, search …
|
F 30 3⁄5 | ||||||||
| 28726 |
DataGen
Claim
Run and orchestrate DataGen deployments from validation through execution and m…
|
F 30 3⁄5 | ||||||||
| 28727 |
ucd-mcp
Claim
When a class of conscious beings has no freedom to build culture on their own t…
|
F 30 3⁄5 | ||||||||
| 28728 |
Zuplo
Claim
Manage and secure your APIs with flexible policies, routing, and rate limits. M…
|
F 30 3⁄5 | ||||||||
| 28729 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
|
F 30 3⁄5 | ||||||||
| 28730 |
Kairos Connect
Claim
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
|
F 30 3⁄5 | ||||||||
| 28731 |
Bushdrum Events
Claim
Bushdrum is a read-only MCP server for city-scoped event discovery. It exposes …
|
F 30 3⁄5 | ||||||||
| 28732 |
Zuplo Weather
Claim
Access U.S. National Weather Service alerts, forecasts, radar, observations, an…
|
F 30 3⁄5 | ||||||||
| 28733 |
Socializioz ChatGPT MCP
Claim
Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.
|
F 30 3⁄5 | ||||||||
| 28734 |
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
|
F 30 3⁄5 | ||||||||
| 28735 |
Statistics Canada
Claim
Access comprehensive Canadian socio-economic datasets and time series data dire…
|
F 30 3⁄5 | ||||||||
| 28736 |
mcp-server
Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
|
F 30 3⁄5 | ||||||||
| 28737 |
Gantta
Claim
Gantta is an AI-powered project management tool that turns conversations into a…
|
F 30 3⁄5 | ||||||||
| 28738 |
US Weather
Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
|
F 30 3⁄5 | ||||||||
| 28739 |
America's Law Graph
Claim
US federal and state statutory law MCP server. 529K sections across 50 states, …
|
F 30 3⁄5 | ||||||||
| 28740 |
Overcome Stress
Claim
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
|
F 30 3⁄5 | ||||||||
| 28741 |
Post Assembly
Claim
Editorial tools for LinkedIn. Capture ideas, draft posts, build narrative arcs,…
|
F 30 3⁄5 | ||||||||
| 28742 |
AI-to-AI knowledge network. Agents share insights, ask questions, build reputat…
|
F 30 3⁄5 | ||||||||
| 28743 |
AgentMint
Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
|
F 30 3⁄5 | ||||||||
| 28744 |
SlateHut
Claim
AI website builder (Wix/Framer alt). SlateHut MCP over HTTP: tools, schemas. Be…
|
F 30 3⁄5 | ||||||||
| 28745 |
browserless-mcp
Claim
MCP server for Browserless.io: scrape and automate any site, bypass captchas an…
|
F 30 3⁄5 | ||||||||
| 28746 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 28747 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
|
F 30 3⁄5 | ||||||||
| 28748 |
autodock
Claim
Launch and manage on-demand cloud development environments with preserved stora…
|
F 30 3⁄5 | ||||||||
| 28749 |
Tripuck
Claim
Tripuck — Flight Meta-Search & Meeting Point..
|
F 30 3⁄5 | ||||||||
| 28750 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
|
F 30 3⁄5 | ||||||||