MCP Server Quality Scores
Independent quality analysis of 64900 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27001 |
A read-only hospitality-focused MCP server that enables users to retrieve reser…
|
B 73 3⁄4 | ||||||||
| 27002 |
Swarmrails MCP
Claim
Enables interaction with various Bittensor subnets and SharpSignal prediction m…
|
B 73 3⁄4 | ||||||||
| 27003 |
Provides AI tools with access to real-time web search, automated code reviews, …
|
B 73 3⁄4 | ||||||||
| 27004 |
Enables AI agents to discover and interact with businesses by reading structure…
|
B 73 3⁄4 | ||||||||
| 27005 |
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
|
B 73 3⁄4 | ||||||||
| 27006 |
A privacy-first memory layer that pseudonymizes sensitive data locally before s…
|
B 73 3⁄4 | ||||||||
| 27007 |
Buy gift cards and top-ups from the industry leader. 6000+ brands, 195 countrie…
|
B 73 3⁄5 | ||||||||
| 27008 |
Search a directory of SOC 2 audit and compliance firms; read GRC migration guid…
|
B 73 2⁄5 | ||||||||
| 27009 |
Manage EchoRelay relay projects from any MCP client: lines, endpoints, keys, bi…
|
B 73 3⁄5 | ||||||||
| 27010 |
B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies,…
|
B 73 3⁄5 | ||||||||
| 27011 |
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
|
B 73 3⁄4 | ||||||||
| 27012 |
An extensible MCP server with weather and time tools for Claude Desktop. It pro…
|
B 73 3⁄4 | ||||||||
| 27013 |
Enables AI agents to search and retrieve detailed information about US golf cou…
|
B 73 3⁄4 | ||||||||
| 27014 |
A read-only MCP server that enables querying and introspection of any Gadget ap…
|
B 73 3⁄4 | ||||||||
| 27015 |
Tududi MCP Server
Claim
Connects AI assistants to the Tududi productivity platform to manage tasks, pro…
|
B 73 3⁄4 | ||||||||
| 27016 |
A TypeScript boilerplate for building MCP servers with harness engineering, pro…
|
B 73 3⁄4 | ||||||||
| 27017 |
Multi-platform content distribution — draft posts, repurpose content, generate …
|
B 73 3⁄4 | ||||||||
| 27018 |
Real-time Singapore government data for AI agents. Weather forecasts, air quali…
|
B 73 3⁄4 | ||||||||
| 27019 |
Middle Eastern reference data: policy rates, VAT, wages, CPI, tax, holidays - 9…
|
B 73 2⁄5 | ||||||||
| 27020 |
Asian government reference data: policy rates, VAT, wages, CPI, tax, holidays -…
|
B 73 2⁄5 | ||||||||
| 27021 |
GroundAPI
Claim
Real-time data API for AI Agents. 10 MCP tools covering A-share stock quotes, m…
|
B 73 3⁄4 | ||||||||
| 27022 |
Natural-language cloud architecture intelligence for AWS, GCP, Azure, and Datab…
|
B 73 3⁄4 | ||||||||
| 27023 |
Remote HTTP MCP server that reads Outlook email attachments via Microsoft Graph…
|
B 73 3⁄4 | ||||||||
| 27024 |
Enables AI assistants to read Figma design files and automatically map responsi…
|
B 73 3⁄4 | ||||||||
| 27025 |
NyxID
Claim
Agent Connectivity Gateway — turn any authenticated API into an MCP Server. Sel…
|
B 73 3⁄4 | ||||||||
| 27026 |
MCP server for IQMS / DELMIAworks (EnterpriseIQ) — read manufacturing ERP data …
|
B 73 3⁄4 | ||||||||
| 27027 |
Enables interaction with the Smaregi POS API to manage products, sales, invento…
|
B 73 3⁄4 | ||||||||
| 27028 |
SQL Server MCP Server
Claim
A containerized Model Context Protocol server for SQL Server operations, enabli…
|
B 73 3⁄4 | ||||||||
| 27029 |
42 developer tools through one MCP install
|
B 73 3⁄4 | ||||||||
| 27030 |
Geekflare MCP server for scraping, search, screenshots, broken links, DNS looku…
|
B 73 3⁄5 | ||||||||
| 27031 |
Healthcare billing AI for agents: ICD-10/CPT/HCPCS code lookup (81,769 codes wi…
|
B 73 3⁄4 | ||||||||
| 27032 |
Recon Fuzz Knowledge MCP
|
B 73 3⁄4 | ||||||||
| 27033 |
All-in-one MCP toolkit with 29 tools across 5 modules: crypto prices, web utili…
|
B 73 3⁄4 | ||||||||
| 27034 |
North American reference data: policy rates, VAT/GST, wages, CPI, tax, holidays…
|
B 73 2⁄5 | ||||||||
| 27035 |
LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest cap…
|
B 72 3⁄4 | ||||||||
| 27036 |
nash-arena
Claim
A Chess and Card Game Arena For LLM, Agents can battle in game by mcp
|
B 72 3⁄4 | ||||||||
| 27037 |
MCP server that enables searching Steam games, fetching user reviews with filte…
|
B 72 3⁄4 | ||||||||
| 27038 |
A Model Context Protocol server for the resQ emergency response system that int…
|
B 72 3⁄4 | ||||||||
| 27039 |
Manage Inxmail Commerce transactional emails — events, sendings, bounces, block…
|
B 72 3⁄4 | ||||||||
| 27040 |
MCP server for searching research grants across NSF (US), ERC (EU), and KRF/NRF…
|
B 72 3⁄4 | ||||||||
| 27041 |
Fix your vibe coding prompts before they reach the AI. Scores and rewrites acro…
|
B 72 3⁄4 | ||||||||
| 27042 |
Discover and call pay-per-request (x402) APIs, ranked by reliability, latency a…
|
B 72 3⁄4 | ||||||||
| 27043 |
Enables users to control and monitor NZBGet Usenet downloads through natural la…
|
B 72 3⁄4 | ||||||||
| 27044 |
Enables AI assistants to access Oura Ring health data including sleep, readines…
|
B 72 3⁄4 | ||||||||
| 27045 |
An MCP server that enables Claude Code to generate images and short videos usin…
|
B 72 3⁄4 | ||||||||
| 27046 |
A Model Context Protocol server that enables AI assistants to access and query …
|
B 72 3⁄4 | ||||||||
| 27047 |
Enables sending WhatsApp messages and managing Chatmaid account from any MCP-co…
|
B 72 3⁄4 | ||||||||
| 27048 |
93-tool Spotify server with smart shuffle, natural language song search, vibe a…
|
B 72 3⁄4 | ||||||||
| 27049 |
Enables creating AWS cost estimates through natural language, generating sharea…
|
B 72 3⁄4 | ||||||||
| 27050 |
Remote MCP server that auto-generates tools from NocoBase OpenAPI specs to enab…
|
B 72 3⁄4 | ||||||||