MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 4 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53901 |
HidrateSpark MCP Server
Claim
Enables tracking hydration, analyzing water intake patterns, and managing Hidra…
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| 53902 |
psychosynth
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Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral…
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| 53903 |
TopoLift Negotiation
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Atom-grounded negotiation reasoning. Typed topology slot, inline citations, pub…
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| 53904 |
Polymarket MCP Server
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Enables AI agents to interact with the Polymarket prediction market platform to…
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| 53905 |
json-sanity
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Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 53906 |
AppLovin MCP Server
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MCP server for managing AppLovin/Axon campaigns, including reporting, creative …
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| 53907 |
Claude-Skills
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338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, exec…
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| 53908 |
hr-management-ai-mcp
Claim
hr-management-ai-mcp MCP server by MEOK AI Labs
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| 53909 |
Find verified appliance repair, HVAC, and plumbing technicians by location and …
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| 53910 |
medigami
Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
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| 53911 |
ChiefLab
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Open execution contract for agents doing business work. 6 operators, one MIT-li…
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| 53912 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
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| 53913 |
Pokemon MCP Server
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Enables LLMs to fetch Pokémon data, list popular Pokémon, and build tournament …
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| 53914 |
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
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| 53915 |
mcp-cowork
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A remote MCP server with OAuth and passphrase protection, providing a wide rang…
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| 53916 |
classquill-mcp
Claim
Read-only MCP server for ClassQuill, a tutoring-business-management platform.
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| 53917 |
ai-ebook-generator
Claim
# Scrivibe — AI eBook Generator
Generate complete, professional multi-chapter …
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| 53918 |
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
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| 53919 |
FAL Reve MCP Server
Claim
Enables high-quality text-to-image generation and image editing using FAL AI's …
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| 53920 |
@noteshell/mcp
Claim
Access your notes, tasks, and learning plans from Noteshell through this MCP se…
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| 53921 |
storms
Claim
StormAxis Storm Intelligence is an MCP server that gives AI agents direct acces…
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| 53922 |
constraints-registry
Claim
Policy-as-code guardrails for AI coding agents, validated via OPA, Conftest, Ch…
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| 53923 |
voting-mcp
Claim
Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as M…
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| 53924 |
An MCP server that gives Claude access to your Garmin Connect fitness and healt…
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| 53925 |
mcp-uniprot
Claim
Provides access to UniProt protein sequence and function knowledge base, enabli…
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| 53926 |
metadata
Claim
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| 53927 |
cadence
Claim
Send RCS messages from your agent and get typed replies. Automatic SMS fallback.
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| 53928 |
handoff-mcp-server
Claim
Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
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| 53929 |
easy-pg-admin-mcp
Claim
High-privilege PostgreSQL admin MCP server for database and role/grant manageme…
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| 53930 |
SAP ABAP MCP
Claim
Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding…
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| 53931 |
aegea-drive-mcp
Claim
Enables management of Google Drive files, Docs, Sheets, and Slides through natu…
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| 53932 |
opentable-mcp
Claim
MCP server for anonymous OpenTable restaurant discovery and availability checki…
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| 53933 |
X402 MCP
Claim
Enables micropayments for MCP tool invocations using the X402 payment protocol,…
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| 53934 |
F4 Crash Doctor
Claim
Fallout 4 crash log diagnosis tool for MCP clients. Analyzes crash logs, load o…
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| 53935 |
Xcode MCP Server
Claim
A server that acts as a bridge between Claude and local Xcode projects, enablin…
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| 53936 |
Secretless database and cloud access via Akeyless RTA. Credentials never enter …
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| 53937 |
antics-mcp
Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
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| 53938 |
blacksmith-usage-mcp
Claim
A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
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| 53939 |
MCP Router
Claim
A cloud-agnostic orchestration server that routes requests to pluggable tool ad…
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| 53940 |
investbuddy
Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
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| 53941 |
tubemind-secure-mcp
Claim
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
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| 53942 |
EmbeDocs-MCP
Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
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| 53943 |
Terraform MCP Server
Claim
Enables generating, validating, planning, and applying Terraform configurations…
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| 53944 |
Demonstrates elicitations for collecting structured user input interactively ac…
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| 53945 |
codemagic_mcp
Claim
MCP server for the Codemagic CI/CD API, enabling app management, build operatio…
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| 53946 |
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG docum…
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| 53947 |
VK Ads MCP
Claim
MCP server for VK Ads API: manage ad plans, ad groups, banners, and statistics.
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| 53948 |
gemini-cli-mcp
Claim
MCP server for Google's Gemini CLI with OAuth, enabling use of Gemini through C…
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| 53949 |
Refactor MCP
Claim
A Model Context Protocol (MCP) server for automated refactoring of Java and Typ…
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| 53950 |
Base dos Dados MCP
Claim
This MCP server provides AI-optimized access to Brazil's largest open data plat…
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