MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 7 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61501 |
data-seattle
Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
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| 61502 |
rental ops mcp
Claim
search for best places to rent
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| 61503 |
Search 184,900 swim spots, conditions, water activities, providers and guides w…
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| 61504 |
The web capability layer for AI agents: render, extract, DNS, SSL, WHOIS & more…
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| 61505 |
nexus-memory
Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
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| 61506 |
mcp-wait
Claim
A minimal MCP server that lets AI agents pause for a specified duration before …
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| 61507 |
WorldOracle
Claim
Contradiction detector and belief repairer for multi-source facts — ensures kno…
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| 61508 |
Supabase MCP Server
Claim
Enables Claude to fully manage self-hosted Supabase instances, covering authent…
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| 61509 |
Ombre Brain
Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
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| 61510 |
MCP AEMPS — CIMA
Claim
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
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| 61511 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 61512 |
google-docs-mcp
Claim
Enables AI agents to edit Google Docs via text anchors rather than character in…
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| 61513 |
mint-mcp
Claim
MINT Protocol — universal work attestation for autonomous agents. Cryptographic…
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| 61514 |
Lalaleap MCP Server
Claim
An MCP server that enables AI tools to interact with the Lalaleap project manag…
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| 61515 |
A server that likely facilitates integration between GitHub Copilot and Visual …
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| 61516 |
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
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| 61517 |
ab-platform-mcp-local
Claim
A local MCP server that forwards tools from an upstream experiment platform and…
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| 61518 |
nexudus-mcp
Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
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| 61519 |
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
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| 61520 |
CodeGuard
Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
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| 61521 |
Dynt
Claim
Company finances for agents: transactions, invoices, bills, expenses, subscript…
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| 61522 |
Transcribe and understand local audio/video with CrispASR and local models only.
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| 61523 |
FastAPI-MCP
Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
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| 61524 |
Typed feature management for compose projects: roadmap, changelog, artifacts, j…
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| 61525 |
sms-web2sms-mcp-server
Claim
Enables sending SMS messages and checking delivery status and credit balance vi…
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| 61526 |
events-mcp
Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
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| 61527 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
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| 61528 |
test
Claim
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| 61529 |
mcp-server
Claim
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| 61530 |
MuntuAI
Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
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| 61531 |
Warden
Claim
Register every AI agent, log every action, prove it. EU AI Act compliance built…
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| 61532 |
swarmskills
Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
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| 61533 |
Jordan payments for AI agents — cards / Apple Pay via Tap Payments. Never holds…
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| 61534 |
Real-time web search, reasoning, and research through Perplexity's API
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| 61535 |
Unofficial read-only client for the mein-aldi.de (ALDI Süd) grocery-delivery ca…
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| 61536 |
Departure and admission records for AI agents with Ed25519/P-256 signatures.
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| 61537 |
SEO Performance MCP
Claim
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expa…
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| 61538 |
Juicy Designs Quote
Claim
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
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| 61539 |
476 MCP tools across 557 fintech tools: ChainGraph AP2 decisions, execution_has…
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| 61540 |
k8scortex-mcp
Claim
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
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| 61541 |
Kakao Keyword Ads MCP
Claim
Enables querying and analysis of Kakao Keyword Ads data, including campaigns, a…
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| 61542 |
Brave Search MCP Server
Claim
Enables AI assistants to perform web searches using Brave Search with EU AI Act…
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| 61543 |
ChiefLab
Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
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| 61544 |
Vextra MCP Server
Claim
A server based on Model Context Protocol that processes and parses design files…
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| 61545 |
cardzero-mcp
Claim
Gives AI agents a smart-contract wallet on Base (USDC) with 10 stdio tools: cre…
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| 61546 |
MediLinkAI
Claim
Clinical decision-support MCP server that lets AI agents reason over live FHIR …
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| 61547 |
OAuth MCP Server
Claim
An MCP server for OAuth 2.0 authentication supporting Device Code and Client Cr…
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| 61548 |
n8n MCP Server
Claim
MCP server for managing n8n workflows and executions. Enables listing, activati…
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| 61549 |
mcpstrike
Claim
MCP server that connects an LLM via Ollama to security tools for autonomous or …
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| 61550 |
tacc-mcp-bio
Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
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