MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44901 |
Bardo
Claim
An identity & continuity platform for AI agents.
|
— | ||||||||
| 44902 |
mcp-server
Claim
Enables uploading and managing Postman collections, environments, and data file…
|
— | ||||||||
| 44903 |
Pronunciation Assessment
Claim
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
|
— | ||||||||
| 44904 |
AI Image-Gen MCP Server
Claim
Transforms DALL-E 3, DALL-E 2, and GPT-Image-1 into MCP-compatible tools for ge…
|
— | ||||||||
| 44905 |
Blogger MCP Server
Claim
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
|
— | ||||||||
| 44906 |
Exposes the Hellio Messaging API as MCP tools for SMS, OTP, voice, HLR lookup, …
|
— | ||||||||
| 44907 |
astrolabe-mcp
Claim
Provides unified search and navigation across multiple project documentations v…
|
— | ||||||||
| 44908 |
Targetprocess MCP Server
Claim
Provides tools for interacting with Targetprocess, a project management and agi…
|
— | ||||||||
| 44909 |
mcp-server-docker
Claim
Provides a secure MCP interface to execute commands inside Docker Compose servi…
|
— | ||||||||
| 44910 |
mixpost-mcp-server
Claim
Enables interaction with the Mixpost social media management API through natura…
|
— | ||||||||
| 44911 |
VeriSom
Claim
Scores contract safety for Somnia Agents using on-chain analysis, RAG, and a Ve…
|
— | ||||||||
| 44912 |
memorydetective
Claim
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
|
— | ||||||||
| 44913 |
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
|
— | ||||||||
| 44914 |
zxoar
Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
|
— | ||||||||
| 44915 |
SERVICE
Claim
A persistent 24/7 background daemon that aggregates all downstream MCP servers …
|
— | ||||||||
| 44916 |
mcp-server-database
Claim
Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQ…
|
— | ||||||||
| 44917 |
WEATHGARDS
Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
|
— | ||||||||
| 44918 |
asset-management-pilot
Claim
|
— | ||||||||
| 44919 |
blog-mcp
Claim
Enables creating draft posts and listing published posts on abelcastro.dev dire…
|
— | ||||||||
| 44920 |
Boxtalk Data MCP Server
Claim
Provides tools for interacting with SQL Server databases, enabling users to ret…
|
— | ||||||||
| 44921 |
hashsign
Claim
|
— | ||||||||
| 44922 |
calculator-mcp-server
Claim
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
|
— | ||||||||
| 44923 |
panini-connector-mcp
Claim
Install + verify the panini-connector SDK on self-hosted sites, driven by AI ag…
|
— | ||||||||
| 44924 |
manus-mcp-server
Claim
A remote MCP server that wraps the Manus API to expose a generate_image tool, e…
|
— | ||||||||
| 44925 |
Airtable MCP
Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
|
— | ||||||||
| 44926 |
provenance-mcp
Claim
Wash-traffic risk checks for Algorand x402 endpoints before your agent trusts o…
|
— | ||||||||
| 44927 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
|
— | ||||||||
| 44928 |
SleepBlocker MCP
Claim
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
|
— | ||||||||
| 44929 |
ssr-concept-mcp
Claim
Concept-test your product with synthetic consumers, straight from Claude Code. …
|
— | ||||||||
| 44930 |
mcp-bot-crawler
Claim
Discovers, identifies, and governs bots on your website with MCP tools for scan…
|
— | ||||||||
| 44931 |
Lumu MCP Server
Claim
An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-…
|
— | ||||||||
| 44932 |
GetABrain
Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
|
— | ||||||||
| 44933 |
knitbrain
Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
|
— | ||||||||
| 44934 |
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
|
— | ||||||||
| 44935 |
GW1 build compiler: skill data, template code encode/decode, validation, hero r…
|
— | ||||||||
| 44936 |
AgentBay
Claim
Persistent memory, teams, and …
|
— | ||||||||
| 44937 |
Final Notice
Claim
Free, no-auth generator for professional debt-collection demand letters as prin…
|
— | ||||||||
| 44938 |
Yahoo Finance MCP Server
Claim
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
|
— | ||||||||
| 44939 |
refd
Claim
Read AI search visibility, competitors, citations, prompts, and answer evidence…
|
— | ||||||||
| 44940 |
MCP server for accessible indoor navigation and building management. Query buil…
|
— | ||||||||
| 44941 |
outdooriq-mcp
Claim
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
|
— | ||||||||
| 44942 |
Employee Records
Claim
Create employee records to prototype HR onboarding workflows. Validate data flo…
|
— | ||||||||
| 44943 |
TinyMCP
Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
|
— | ||||||||
| 44944 |
atlaso
Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
|
— | ||||||||
| 44945 |
baozhibao-mcp-server
Claim
MCP server for managing personal items with expiration dates, enabling AI agent…
|
— | ||||||||
| 44946 |
FreshRSS MCP Server
Claim
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
|
— | ||||||||
| 44947 |
tigergraph-mcp
Claim
Enables AI agents to interact with TigerGraph databases through the Model Conte…
|
— | ||||||||
| 44948 |
asdasdasdasdasdds
Claim
|
— | ||||||||
| 44949 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
|
— | ||||||||
| 44950 |
ABACUS MCP Server
Claim
Enables first-principles calculations (SCF, structure optimization, molecular d…
|
— | ||||||||