MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28501 |
patxin
Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
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| 28502 |
Initia MCP
Claim
Enables interaction with the Initia blockchain ecosystem across L1 and L2 rollu…
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| 28503 |
Exa AI Search Server
Claim
Enable AI assistants to perform real-time web searches, academic paper searches…
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| 28504 |
logbook-mcp
Claim
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions…
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| 28505 |
MCP Server with SSE
Claim
Enables real-time data streaming through Server-Sent Events with timestamp broa…
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| 28506 |
first-dibs
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| 28507 |
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
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| 28508 |
OSOP MCP Server
Claim
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
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| 28509 |
Solitaire for Agents
Claim
Identity infrastructure for AI agents. Evolving persona, session continuity, se…
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| 28510 |
mcpfetchserver
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| 28511 |
FastAPI MCP Server
Claim
A production-ready Model Context Protocol server built with FastAPI, featuring …
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| 28512 |
MCP Server Boilerplate
Claim
Build custom API integrations quickly with this ready-to-use MCP server templat…
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| 28513 |
indiamart-mcp-server
Claim
Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
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| 28514 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 28515 |
mcp-gmail
Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
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| 28516 |
나라장터 공고 검색
Claim
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
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| 28517 |
shelbymcp
Claim
Knowledge-graph memory server for AI tools via MCP
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| 28518 |
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
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| 28519 |
MySQL MCP Server
Claim
Enables secure interaction with MySQL databases through listing tables, reading…
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| 28520 |
deepmiro
Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
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| 28521 |
Minimal MCP server for Ghost Security API - compatible with all MCP clients
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| 28522 |
Reply.io
Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
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| 28523 |
Formo MCP
Claim
Formo makes analytics simple for DeFi apps so you can focus on growth. Get the …
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| 28524 |
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
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| 28525 |
A remote MCP server that enables searching for news articles on specific topics…
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| 28526 |
Enables searching for keywords in files with support for case-sensitive/insensi…
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| 28527 |
Gearboy
Claim
Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP …
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| 28528 |
botoi-mcp
Claim
49 developer tools via MCP: DNS, WHOIS, IP lookup, JWT, hashing, QR, and more.
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| 28529 |
Provides a suite of 23 tools ranging from free developer utilities like UUID ge…
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| 28530 |
asdfas123
Claim
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| 28531 |
Shell Server
Claim
A lightweight MCP server that provides AI assistants with access to a system's …
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| 28532 |
MCP Pytest Server
Claim
An MCP-compliant server that enables the execution of pytest test suites and th…
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| 28533 |
Search for local businesses worldwide. Structured data optimized for AI agents.…
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| 28534 |
apix420
Claim
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| 28535 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 28536 |
Outlook integration with OAuth, message search, batch operations, and calendar …
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| 28537 |
civic-ai-tools
Claim
Open-source platform connecting AI assistants to government open data — MCP ser…
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| 28538 |
GodProfile
Claim
The ultimate AI Agent skillset. An official MCP Server packed with 16 world-cla…
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| 28539 |
ableton-mcp
Claim
Control Ableton Live with AI - 200+ tools via MCP, REST API, and Max for Live. …
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| 28540 |
agent-fleet-o
Claim
AI Agent Mission Control with 200+ MCP tools. Manage agents, experiments, workf…
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| 28541 |
Enables reading and writing macOS system defaults and settings through commands…
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| 28542 |
groww
Claim
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| 28543 |
dev-mcp
Claim
Browse directories and read files within a safe, configurable root. Pull accura…
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| 28544 |
promptforge
Claim
Generate deployment-ready AI agent system prompts for professionals in one clic…
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| 28545 |
:GT Protocol MCP Server
Claim
Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling nat…
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| 28546 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
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| 28547 |
Vaultix MCP Server
Claim
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
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| 28548 |
kmp-api-lookup-mcp
Claim
Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs.…
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| 28549 |
mcp-fortress-server
Claim
Scan your connected services for vulnerabilities and malicious code. Monitor ru…
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| 28550 |
telitask-mcp
Claim
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
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