MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 6 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48501 |
Refactoring MCP
Claim
Exposes structured prompt generation tools for refactoring protocol and governa…
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| 48502 |
siyuan-mcp-server
Claim
Enables AI models to interact with SiYuan Note systems, allowing management of …
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| 48503 |
pulsenetwork-mcp
Claim
Pay-per-call x402 intelligence APIs on Base and Solana: finance, crypto, legal,…
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| 48504 |
MCProbe
Claim
A stdio MCP server that audits other MCP servers over the live protocol. It con…
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| 48505 |
MCP server for interacting with Neon Management API and databases
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| 48506 |
XRPL-Utilities
Claim
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flo…
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| 48507 |
agent-resume
Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
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| 48508 |
firebase-mcp
Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
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| 48509 |
Australian local-trade providers. One signed provider per domain. 15 live acros…
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| 48510 |
neo4jmcp
Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
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| 48511 |
PDFSizeAnalyzer-MCP
Claim
Enables comprehensive PDF analysis and manipulation including page size analysi…
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| 48512 |
idelrpg
Claim
Gamifies software development by allowing agents to create quests, track progre…
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| 48513 |
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
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| 48514 |
openapi-mcp-gateway
Claim
Mount multiple OpenAPI specs or a FastAPI app as MCP servers in one process, ex…
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| 48515 |
SF Permits MCP Server
Claim
Provides access to San Francisco public permitting, business, and property data…
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| 48516 |
Redbark
Claim
Read-only live access to Australian bank (CDR/open banking) and global brokerag…
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| 48517 |
mailx-tools
Claim
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| 48518 |
mcp-arcgis-stlouiscounty
Claim
St. Louis County GIS — St. Louis County, Missouri open geospatial data (ArcGIS)…
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| 48519 |
@godrix/mcp-gitlab-utils
Claim
MCP server for GitLab REST API enabling AI agents to manage pipelines, merge re…
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| 48520 |
Neuron MCP Server
Claim
Enables AI assistants to manage WhatsApp business operations including chatbots…
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| 48521 |
Provides Claude with live access to multiple vulnerability databases (NVD, OSV,…
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| 48522 |
canvas_to_calendar_sync2
Claim
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| 48523 |
Connect MCP
Claim
An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, s…
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| 48524 |
commonninja-mcp-server
Claim
Create, update, and manage live Common Ninja website widgets in natural languag…
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| 48525 |
CPFHub.io is a Brazilian CPF lookup and validation API built for developers. Th…
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| 48526 |
home-slice-mcp
Claim
MCP server providing mortgage calculation tools and live interest rates from Ho…
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| 48527 |
Struq
Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
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| 48528 |
groupdocs-redaction-mcp
Claim
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
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| 48529 |
android-mcp-server
Claim
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
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| 48530 |
whois-mcp-server
Claim
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
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| 48531 |
modao-proto-mcp
Claim
Enables HTML code generation from design descriptions, detailed design specific…
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| 48532 |
Xray MCP
Claim
An MCP server that integrates Cursor IDE with Xray Test Management for Jira, en…
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| 48533 |
Financial Research
Claim
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
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| 48534 |
@mudravaorg/mcp-server
Claim
MCP server for PixelFixer, a visual bug tracking and kanban board tool. Connect…
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| 48535 |
OpenAlex MCP Server
Claim
Provides academic research tools via the OpenAlex API, enabling searches for pa…
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| 48536 |
MCP E-Commerce Agent
Claim
A proof of concept MCP server that gives AI agents business context for e-comme…
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| 48537 |
Wiremi Marketing MCP
Claim
Read-only ROSCA and savings-circle answers and calculators, from Wiremi's publi…
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| 48538 |
telos-mcp
Claim
Task planning and tracking for AI agents with project-based organization and Ob…
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| 48539 |
mcp-server
Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
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| 48540 |
Enables authors to manage characters, chapters, world settings, and plot lines …
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| 48541 |
Enables AI agents to automate web browsers using local Ollama models via the Mo…
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| 48542 |
Enables AI agents to investigate threats, pull reports, manage security policie…
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| 48543 |
handoff-mcp
Claim
Provides persistent memory for AI coding agents across sessions by saving and l…
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| 48544 |
MCP-Trust-Kit
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 48545 |
abgeordnetenwatch
Claim
Access German federal and state parliament data, including politicians and mand…
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| 48546 |
mcp-scan
Claim
Passive security scanner: audits MCP servers against the OWASP MCP Top 10, grad…
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| 48547 |
bigquery-mcp
Claim
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| 48548 |
Enables read-only MySQL database access, allowing listing databases, tables, de…
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| 48549 |
zencontrol-tpi-mcp
Claim
MCP server for controlling zencontrol TPI Classic and Advanced lighting systems…
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| 48550 |
codex-cli-mcp-tool
Claim
An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.
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