MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30651 |
pinelabs-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30652 |
aivsf
Claim
|
F 30 3⁄5 | ||||||||
| 30653 |
MiFactory
Claim
Store and retrieve persistent information across different sessions to maintain…
|
F 30 3⁄5 | ||||||||
| 30654 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
|
F 30 3⁄5 | ||||||||
| 30655 |
Comprehensive Salesforce administration and management
|
F 30 3⁄5 | ||||||||
| 30656 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 30657 |
librarian-nexus
Claim
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
|
F 30 3⁄5 | ||||||||
| 30658 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 30659 |
Real Estate MCP Server
Claim
Search Redfin property listings and get comprehensive property details. Filter …
|
F 30 3⁄5 | ||||||||
| 30660 |
Project Paced
Claim
AI project timelines & Gantt charts, plus enterprise resourcing, capacity & wee…
|
F 30 3⁄5 | ||||||||
| 30661 |
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
|
F 30 3⁄5 | ||||||||
| 30662 |
Color Palette
Claim
Create harmonious color palettes based on theory and convert colors between for…
|
F 30 3⁄5 | ||||||||
| 30663 |
Art Blocks
Claim
Discover, browse, and collect from 500+ on-chain generative art projects.
|
F 30 3⁄5 | ||||||||
| 30664 |
Yeetit
Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
|
F 30 3⁄5 | ||||||||
| 30665 |
Saber
Claim
The Saber MCP server has tools available for creating company and contact signa…
|
F 30 3⁄5 | ||||||||
| 30666 |
SFR Store
Claim
Search SFR’s catalog using natural language and refine results with filters. Vi…
|
F 30 3⁄5 | ||||||||
| 30667 |
mcp-server
Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
|
F 30 3⁄5 | ||||||||
| 30668 |
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
|
F 30 3⁄5 | ||||||||
| 30669 |
bmptest1
Claim
|
F 30 3⁄5 | ||||||||
| 30670 |
Metrx
Claim
Monitor and optimize the operational costs of large language model deployments …
|
F 30 3⁄5 | ||||||||
| 30671 |
Rental Data Lookup
Claim
Aggregate and normalize datasets from your cloud storage for faster discovery a…
|
F 30 3⁄5 | ||||||||
| 30672 |
Bluegamma MCP
Claim
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
|
F 30 3⁄5 | ||||||||
| 30673 |
Prompt Enhancer
Claim
Transform basic instructions into high-quality prompts with optimized structure…
|
F 30 3⁄5 | ||||||||
| 30674 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30675 |
universalbench
Claim
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
|
F 30 3⁄5 | ||||||||
| 30676 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 30677 |
Primeta
Claim
Give your AI a face, a voice, and a personality. 3D avatars with custom persona…
|
F 30 3⁄5 | ||||||||
| 30678 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
|
F 30 3⁄5 | ||||||||
| 30679 |
Zuplo Weather
Claim
Access U.S. National Weather Service alerts, forecasts, observations, radar, an…
|
F 30 3⁄5 | ||||||||
| 30680 |
meetsync-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30681 |
The Local Intel
Claim
text
Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
|
F 30 3⁄5 | ||||||||
| 30682 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
|
F 30 3⁄5 | ||||||||
| 30683 |
markdown-to-notion
Claim
Convert markdown into polished Notion pages while preserving structure and form…
|
F 30 3⁄5 | ||||||||
| 30684 |
docbase
Claim
DocBase MCP server for AI agents
|
F 30 3⁄5 | ||||||||
| 30685 |
localingos
Claim
AI-powered app translation for developers. Push your source strings, get transl…
|
F 30 3⁄5 | ||||||||
| 30686 |
mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30687 |
rivalsearch
Claim
|
F 30 3⁄5 | ||||||||
| 30688 |
Frihet
Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
|
F 30 3⁄5 | ||||||||
| 30689 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
F 30 3⁄5 | ||||||||
| 30690 |
Brandomica Lab
Claim
Verify brand name availability across domains, social media handles, and global…
|
F 30 3⁄5 | ||||||||
| 30691 |
Fetch
Claim
A simple tool that performs a fetch request to a webpage.
|
F 30 3⁄5 | ||||||||
| 30692 |
asean-trade-rules-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30693 |
settlegrid-discovery
Claim
|
F 30 3⁄5 | ||||||||
| 30694 |
sg-weather-data-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30695 |
Greek Insurance Registry
Claim
Locate and verify insurance intermediaries registered in Greece using various s…
|
F 30 3⁄5 | ||||||||
| 30696 |
geo
Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
|
F 30 3⁄5 | ||||||||
| 30697 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 30698 |
Agntor
Claim
What agntor MCP provides:
Agent discovery and certification
Trust and payment r…
|
F 30 3⁄5 | ||||||||
| 30699 |
Databox
Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
|
F 30 3⁄5 | ||||||||
| 30700 |
Echo
Claim
A simple echo MCP server for testing - updated 1773323437
|
F 30 3⁄5 | ||||||||