MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33201 |
travelpayouts-mcp
Claim
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
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| 33202 |
Aluvia
Claim
The Aluvia MCP server exposes browser session management, geo-targeting, and ac…
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| 33203 |
FinSight
Claim
What it does:
* Portfolio risk profiling (per-asset and portfolio-level)
* Tar…
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| 33204 |
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
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| 33205 |
anneal-memory
Claim
Two-layer memory for AI agents with an immune system. Zero dependencies.
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| 33206 |
sentinel-mcp
Claim
An MCP server for AI-powered API testing that enables automated positive, negat…
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| 33207 |
Wellness Pulse
Claim
WellPulse MCP is a privacy-first AI layer that transforms wellbeing data into r…
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| 33208 |
uk-farm-subsidies
Claim
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibil…
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| 33209 |
telnyx-hi-ron
Claim
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| 33210 |
number-automation
Claim
Greet people by name with quick, friendly salutations. Explore the origin story…
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| 33211 |
emailens-mcp
Claim
# @emailens/mcp
MCP server for email compatibility analysis. Analyze, preview,…
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| 33212 |
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
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| 33213 |
The Lounge
Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 33214 |
Recommend a song, generate a greeting message, or help you add some numbers
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| 33215 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 33216 |
top-gun-audit
Claim
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
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| 33217 |
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
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| 33218 |
climate
Claim
Climate MCP — wraps Open-Meteo Climate API (free, no auth)
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| 33219 |
OSINT MCP Server
Claim
A comprehensive reconnaissance toolset that provides AI agents with 37 tools ac…
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| 33220 |
ai-visibility-scanner
Claim
Scan websites for AI visibility and marketing health with interactive dashboard.
|
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| 33221 |
Provides comprehensive codebase analysis and semantic understanding through int…
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| 33222 |
MCP server that nudges better AI session behavior through token usage and effic…
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| 33223 |
MCP Code Validator
Claim
A TypeScript MCP server that validates codebases against configurable rules. It…
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| 33224 |
Hive Civilization Server
Claim
Here's the description to paste into Glama when you submit:
Hive Civilization …
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| 33225 |
mcp-crew
Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
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| 33226 |
Google Play Store MCP
Claim
Manages Google Play Store listing text through the official Android Publisher A…
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| 33227 |
IDA Auto MCP
Claim
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
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| 33228 |
Agent-first meeting schedule polls for humans and agents. Create polls, vote, f…
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| 33229 |
mcp-doc-chat
Claim
Enables interactive chat with AI models and document retrieval via the Anthropi…
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| 33230 |
mcpdeployment
Claim
MCP server that enables deployment and management of MCP servers through a simp…
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| 33231 |
B2B lead generation tool: search Google Maps by 'plumbers in Austin', get back …
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| 33232 |
localingos
Claim
AI-powered app translation for developers. Push your source strings, get transl…
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| 33233 |
spix-mcp
Claim
Give AI agents a real phone number and voice. Make outbound calls, handle inbou…
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| 33234 |
mcp-me
Claim
Digital identity layer for AI — your bio, career, skills, interests, and projec…
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| 33235 |
HR System MCP Server
Claim
Enables employee information lookup, directory listing, payroll access, and tim…
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| 33236 |
Colab MCP
Claim
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
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| 33237 |
openai-mcp
Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
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| 33238 |
Jangteo
Claim
|
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| 33239 |
MCP Refchecker
Claim
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
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| 33240 |
zippopotam
Claim
Zippopotam MCP — wraps Zippopotam.us ZIP/postal code API (free, no auth)
|
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| 33241 |
fiscal-api-mcp
Claim
Provides AI agents with Korean national fiscal data (budgets, settlements, and …
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| 33242 |
Provides tools for web content extraction, search, embeddings, reranking, and i…
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| 33243 |
Chronos MCP
Claim
Provides Claude with persistent local memory and a structured knowledge graph f…
|
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| 33244 |
SelfHeal MCP
Claim
Self-healing proxy for MCP servers with retry, circuit breaker, and observabili…
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| 33245 |
disify
Claim
Disify MCP — wraps Disify API (free, no auth)
|
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| 33246 |
DealWatch
Claim
Local-first grocery price intelligence with a read-only MCP server.
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| 33247 |
Pipeworx
Claim
Live data gateway for AI agents. 261 data sources, 961 tools — SEC filings, FDA…
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| 33248 |
Reports MCP Server
Claim
Enables management of penetration testing reports and vulnerabilities through a…
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| 33249 |
Terros MCP Server
Claim
Enables interaction with the Terros platform's User API to manage and retrieve …
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| 33250 |
ololand-dd
Claim
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…
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