MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61951 |
Petsonality
Claim
An MBTI-powered terminal pet companion for Claude Code and OpenClaw.
|
— | ||||||||
| 61952 |
Context-Optimizer-MCP
Claim
An MCP server suite that optimizes prompt context by reducing tokens up to 98.8…
|
— | ||||||||
| 61953 |
mcp-erp
Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
|
— | ||||||||
| 61954 |
coldframe
Claim
Local-first memory for your AI agent. One SQLite file you own — offline, no API…
|
— | ||||||||
| 61955 |
RAG MCP Gateway
Claim
A smart proxy that aggregates multiple downstream MCP servers and enables natur…
|
— | ||||||||
| 61956 |
cygnus-ssh-mcp
Claim
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
|
— | ||||||||
| 61957 |
An MCP server that analyzes local or remote GitHub repositories, providing inte…
|
— | ||||||||
| 61958 |
An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users …
|
— | ||||||||
| 61959 |
redmine-mcp-workflows
Claim
A schema-aware MCP server for Redmine that validates issue writes against workf…
|
— | ||||||||
| 61960 |
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
|
— | ||||||||
| 61961 |
mcp-xlsx-server
Claim
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
|
— | ||||||||
| 61962 |
IRONCLAW BTC Node
Claim
Real BTC full node: fees, mempool, txs, portfolio, trace, whales, SEC, scraping…
|
— | ||||||||
| 61963 |
mcp
Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
|
— | ||||||||
| 61964 |
Social MCP
Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
|
— | ||||||||
| 61965 |
filesystem-ops
Claim
MCP server for performing filesystem operations, enabling file management and m…
|
— | ||||||||
| 61966 |
SigmaUI DS MCP Server
Claim
Exposes SigmaUI Design System components to AI assistants, providing tools for …
|
— | ||||||||
| 61967 |
jama-mcp-server
Claim
Read-only MCP server that allows interaction with a Jama Connect instance via t…
|
— | ||||||||
| 61968 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
|
— | ||||||||
| 61969 |
Fundamentals MCP
Claim
Unofficial read-only MCP for fundamentals, macro & news (EDGAR + FRED + Tavily,…
|
— | ||||||||
| 61970 |
Provides a set of MCP tools to let AI assistants like Claude, Cursor, and VS Co…
|
— | ||||||||
| 61971 |
AgentPay Pharos
Claim
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
|
— | ||||||||
| 61972 |
mcpserber
Claim
|
— | ||||||||
| 61973 |
memory
Claim
Persistent long-term memory for AI agents: semantic search, knowledge graph, an…
|
— | ||||||||
| 61974 |
Strava MCP Server
Claim
Enables AI assistants to directly access and analyze Strava activity data, incl…
|
— | ||||||||
| 61975 |
SOAPNoteAPI
Claim
Generate clinical SOAP notes, billing codes, and visit summaries from transcrip…
|
— | ||||||||
| 61976 |
obsidian-mcp
Claim
Enables reading, writing, searching, and managing an Obsidian vault through Cla…
|
— | ||||||||
| 61977 |
devloop
Claim
Drives a browser - or a native Expo/React Native app - and your dev server, put…
|
— | ||||||||
| 61978 |
crypto-mcp-server
Claim
Enables EVM blockchain operations through Alchemy RPC, including balance querie…
|
— | ||||||||
| 61979 |
Finland Peppol/Finvoice e-invoices for AI agents: send, check recipient, get de…
|
— | ||||||||
| 61980 |
MCP FastAPI Server
Claim
Enables routing of AI model requests for code generation and debugging with API…
|
— | ||||||||
| 61981 |
Hermes
Claim
An AI-powered developer productivity server that enables managing emails, analy…
|
— | ||||||||
| 61982 |
Provides tools to search and retrieve Italian data protection regulations, deci…
|
— | ||||||||
| 61983 |
xbird
Claim
Twitter/X MCP server — 30 tools with x402 micropayments. Runs locally from your…
|
— | ||||||||
| 61984 |
Valta
Claim
Financial governance for AI agents — spend gates and audit trail exposed as MCP…
|
— | ||||||||
| 61985 |
mcdk-mcp-tracy
Claim
An MCP server that captures and analyzes function-level profiling data from Net…
|
— | ||||||||
| 61986 |
qe-mcp
Claim
Provides QE Framework expert-library guidance with compact search and recommend…
|
— | ||||||||
| 61987 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
|
— | ||||||||
| 61988 |
Provide secure, read-only access to Sendmarc account and domain reporting data …
|
— | ||||||||
| 61989 |
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
|
— | ||||||||
| 61990 |
AlgoKit-mcp
Claim
An MCP toolkit for algorithm learning that enables AI agents to search problems…
|
— | ||||||||
| 61991 |
Design Style MCP Server
Claim
Provides deterministic design style recommendations and structured tokens for A…
|
— | ||||||||
| 61992 |
mcp-figma
Claim
Bridges AI clients to Figma Desktop via Plugin API and WebSocket, enabling real…
|
— | ||||||||
| 61993 |
toreador-mcp-server
Claim
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment s…
|
— | ||||||||
| 61994 |
amendor-mcp
Claim
Lets the non-technical people you build for request UI changes directly on your…
|
— | ||||||||
| 61995 |
open-search-mcp
Claim
Web search, page fetching, and research from the terminal or any MCP client — n…
|
— | ||||||||
| 61996 |
Tickory MCP server for Binance scans, alert events, and explainability.
|
— | ||||||||
| 61997 |
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
|
— | ||||||||
| 61998 |
nexonco-mcp
Claim
|
— | ||||||||
| 61999 |
freight-pulse
Claim
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
|
— | ||||||||
| 62000 |
free-web-search-ultimate
Claim
Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-F…
|
— | ||||||||