MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41551 |
mcp-sports-server
Claim
Enables natural-language querying of historical NBA game data from a read-only …
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| 41552 |
toolcall
Claim
Enables creating MCP (Model Context Protocol) servers with zero boilerplate, fu…
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| 41553 |
Exposes NetSuite saved search exports as a structured query interface for Claud…
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| 41554 |
semaphore-mcp-server
Claim
Enables AI assistants to interact with Semaphore UI for managing Ansible, Terra…
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| 41555 |
EliteMCP
Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
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| 41556 |
Enables comprehensive collection and analysis of ClaudeCode development session…
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| 41557 |
Domotz MCP Server
Claim
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
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| 41558 |
MCP Magistrat Civil
Claim
Provides access to French legal databases (Judilibre and Légifrance) and a stru…
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| 41559 |
ECOUNT MCP Server
Claim
Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
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| 41560 |
legal_scholarship_mcp
Claim
Enables searching scholarly literature via the OpenAlex database, with tools fo…
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| 41561 |
MCP Tiingo Server
Claim
Provides financial data tools including stock prices, news, forex, fundamentals…
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| 41562 |
large-repo-mcp-server
Claim
A stdio-based MCP server for fast, bounded search and navigation of large code …
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| 41563 |
FreeCAD MCP
Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
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| 41564 |
dr-mcp
Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
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| 41565 |
EDC MCP Server
Claim
Enables AI assistants to interact with Eclipse Dataspace Components (EDC) conne…
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| 41566 |
Automates Salesforce via browser using Playwright with persistent session. Supp…
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| 41567 |
Yandex Direct MCP Server
Claim
Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run p…
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| 41568 |
bunq Partner MCP
Claim
An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
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| 41569 |
Sparkplug MCP Server
Claim
Enables natural language interaction with industrial IoT devices using Sparkplu…
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| 41570 |
files-vector-mcp-server
Claim
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
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| 41571 |
Ghosthand
Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
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| 41572 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
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| 41573 |
arcadia-mcp
Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
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| 41574 |
Enables AI agents to interact with Overleaf projects directly, including creati…
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| 41575 |
pharma-mcp
Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
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| 41576 |
langfuse-mcp-extended
Claim
Comprehensive MCP server for Langfuse, enabling AI assistants to access and man…
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| 41577 |
secfeed
Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
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| 41578 |
mcp-rentcast
Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
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| 41579 |
SecureVibes MCP
Claim
Enables AI-powered security scanning of codebases through conversational analys…
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| 41580 |
Hunter
Claim
AI-driven penetration testing MCP server that equips Claude with 13 tools for a…
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| 41581 |
greptile
Claim
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| 41582 |
dapper-mcp-wp
Claim
Enables Claude to read context, create, and edit pages on WordPress sites via t…
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| 41583 |
Nornir MCP Server
Claim
Enables natural language orchestration of multi-vendor network infrastructure b…
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| 41584 |
Enables dynamic persona injection and post-processing for LLM conversations thr…
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| 41585 |
mcp-server
Claim
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| 41586 |
mcp
Claim
The Bitcoin credit markets, measured. Cross-venue rates, venue criteria, chain …
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| 41587 |
mcp-server-defillama
Claim
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
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| 41588 |
crm
Claim
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| 41589 |
browser-devtools-mcp
Claim
Enables reading browser DevTools data (tabs, console errors, network requests, …
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| 41590 |
mcp-permission-guard
Claim
Intent-based permission system with risk scoring, rule engine, and audit trail …
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| 41591 |
GhostWall MCP Server
Claim
Enables offline multi-agent security orchestration by providing tools for netwo…
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| 41592 |
CICD AIops
Claim
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, …
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| 41593 |
Permid
Claim
PermID MCP — Refinitiv / LSEG Permanent Identifier (free, requires API key)
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| 41594 |
MachineElf
Claim
Routes urgent alerts from autonomous AI agents to human operators with idempote…
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| 41595 |
yuque
Claim
Enables reading Yuque documents, listing knowledge base docs, and converting so…
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| 41596 |
mcp-server-runescape
Claim
MCP server for interacting with RuneScape and Old School RuneScape data, includ…
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| 41597 |
Provides unified access to Google Workspace APIs including Gmail, Drive, Sheets…
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| 41598 |
Enables AI agents to accurately parse, format, and convert time durations and m…
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| 41599 |
@cookiemunch/mcp
Claim
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
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| 41600 |
fpf-memory
Claim
This MCP server provides a deterministic index of the First Principles Framewor…
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