MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64801 |
fake-star-audit
Claim
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
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| 64802 |
Roxels
Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
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| 64803 |
Octoparse MCP Server
Claim
Official Octoparse MCP server for template discovery, cloud tasks, and structur…
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| 64804 |
powerbi-mcp
Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
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| 64805 |
NeedHuman
Claim
Human-in-the-loop MCP server. When your agent is blocked by CAPTCHA, identity v…
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| 64806 |
gget-cryo
Claim
Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with…
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| 64807 |
MagicSlides MCP
Claim
Generate professional PowerPoint presentations from text, YouTube videos, or st…
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| 64808 |
project-graph-mcp
Claim
Maximizes AI agent context window by enabling compact code reading and editing,…
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| 64809 |
openapi-mcp-server
Claim
Connect any HTTP/REST API server using an Open API spec (v3)
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| 64810 |
Grafana FastMCP Server
Claim
Enables MCP-compatible agents to interact with Grafana instances for searching,…
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| 64811 |
elorus-mcp
Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
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| 64812 |
Magic MCP Local
Claim
A local-first MCP server for generating production-ready React UI components en…
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| 64813 |
domiciliary-care-mcp
Claim
UK domiciliary care provider compliance — DBS checks, CQC registration, Working…
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| 64814 |
A high-performance MCP server for the USPTO Patent File Wrapper API with contex…
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| 64815 |
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
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| 64816 |
keeping-mcp
Claim
MCP server for the Keeping time-tracking API
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| 64817 |
publicdata-kr
Claim
Korean public data API gateway for discovering and calling data.go.kr APIs from…
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| 64818 |
allai
Claim
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| 64819 |
Neo4j MCP Server
Claim
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
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| 64820 |
agent-wallet-mcp
Claim
Agent wallet and budget management for AI agents
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| 64821 |
mcp-server-couchbase
Claim
Couchbase Model Context Protocol Server to interact with Couchbase clusters
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| 64822 |
Prism — Crossdeck
Claim
Ask your app anything — revenue, errors, read-cost, growth — and get rendered c…
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| 64823 |
rekordbox-mcp
Claim
A comprehensive MCP server for rekordbox database management with real-time dat…
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| 64824 |
An MCP server that scaffolds runnable Roku channels from a validated AppSpec, z…
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| 64825 |
GRACE Orchestrator MCP
Claim
MCP server orchestrating local multi-agent workflows with gated lifecycle, hand…
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| 64826 |
Proxy AIops
Claim
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 t…
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| 64827 |
Nih Reporter
Claim
NIH RePORTER MCP — every NIH-funded research project (free, no auth)
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| 64828 |
BACnet MCP Server
Claim
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
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| 64829 |
Revelica
Claim
Product intelligence for AI agents — query a Revelica workspace's ideas, specs,…
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| 64830 |
sql-steward
Claim
The agent never writes SQL: queries compile from a semantic layer you control, …
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| 64831 |
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| 64832 |
Apple RAG MCP
Claim
Provides AI agents with instant access to official Apple developer documentatio…
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| 64833 |
xcode-pilot-mcp
Claim
A comprehensive MCP server for iOS/macOS development that gives AI assistants f…
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| 64834 |
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 64835 |
Mindswap
Claim
Local-first AI context and memory server for cross-tool coding continuity.
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| 64836 |
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
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| 64837 |
Art Blocks MCP Server
Claim
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
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| 64838 |
GovPing
Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
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| 64839 |
Japan shipping labels for AI agents: buy Yamato, Sagawa, Japan Post labels and …
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| 64840 |
MySQL AIops
Claim
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentat…
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| 64841 |
pdfplumber MCP Server
Claim
Extract tables, text, and metadata from PDFs using pdfplumber, enabling structu…
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| 64842 |
Astatide Conductor
Claim
Orchestrates persistent task graphs and enforces approval policies for MCP-driv…
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| 64843 |
GBG Loqate - Reach
Claim
Verify addresses, email addresses, and phone numbers with confidence scores.
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| 64844 |
Continuum
Claim
An autonomous AI showrunner for serialized vertical micro-drama that generates …
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| 64845 |
qdrant-codebase-mcp
Claim
Indexes codebases into Qdrant for semantic search, enabling AI assistants to fi…
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| 64846 |
Redmine MCP Server
Claim
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
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| 64847 |
clarvia
Claim
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
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| 64848 |
A lightweight MCP server for Stata.
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| 64849 |
New Relic MCP Server
Claim
Enables natural language access to New Relic for monitoring, querying, and mana…
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| 64850 |
Firewalla MCP Server
Claim
A production-ready server that connects Claude Desktop to Firewalla network man…
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