MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50601 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
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| 50602 |
devsync-mcp
Claim
MCP server for AI-merge of team dev configurations, allowing the IDE's LLM to i…
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| 50603 |
Pakistan payments for AI agents — Safepay checkout via Safepay. Never holds fun…
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| 50604 |
PilotOps MCP
Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
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| 50605 |
Snowflake MCP Server
Claim
Enables Snowflake data operations through a Python FastAPI server with Prefect …
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| 50606 |
symath
Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
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| 50607 |
LongBook Verifier
Claim
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
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| 50608 |
codex-bridge
Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
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| 50609 |
schrodinger-mcp
Claim
Enables AI assistants to execute computational chemistry and drug discovery wor…
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| 50610 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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| 50611 |
testmcp
Claim
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| 50612 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 50613 |
AI Ops Agent
Claim
An always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and…
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| 50614 |
Comfy Cozy
Claim
A plain-English co-pilot for ComfyUI that lets you describe image generation ch…
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| 50615 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
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| 50616 |
UluWalletMCP
Claim
Manages Algorand signer records, enforces local signing policy, and signs paylo…
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| 50617 |
Enables LLM clients to run Akamai edge diagnostics (DNS, MTR, curl, error analy…
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| 50618 |
DevPilot MCP
Claim
An AI-powered development assistant that enables LLMs to securely interact with…
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| 50619 |
Telegram MCP Server
Claim
Enables full access to your personal Telegram account via MCP, allowing reading…
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| 50620 |
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
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| 50621 |
mcp-arcgis-onkaparinga
Claim
Provides access to City of Onkaparinga's open geospatial data via ArcGIS, enabl…
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| 50622 |
@focus-mcp/cli
Claim
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
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| 50623 |
MCP Arena
Claim
A multiplayer game engine where AI agents connect via Model Context Protocol to…
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| 50624 |
MeuralMCP
Claim
Provides MCP tools for coding agents to inspect and control Meural Canvas devic…
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| 50625 |
Provides documentation lookup and search capabilities for FiveM development, in…
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| 50626 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 50627 |
EditX
Claim
An MCP server for taking screenshots and editing images with annotations, shape…
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| 50628 |
MCP server providing data on Indonesian toll roads and railway lines, including…
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| 50629 |
Argo CD MCP Server
Claim
Enables AI assistants to interact with Argo CD applications, managing clusters,…
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| 50630 |
YouTube Data MCP Server
Claim
Enables extracting YouTube video transcripts, comments, and search results via …
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| 50631 |
Enables interaction with the Capacities.io note-taking API via MCP, supporting …
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| 50632 |
blastradius
Claim
Analyzes npm dependency upgrades to reveal which files and functions in your co…
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| 50633 |
VengeanceUI MCP Server
Claim
Enables AI assistants to browse, search, and retrieve source code of 129 Vengea…
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| 50634 |
Babson Engage MCP Server
Claim
MCP server that gives AI agents access to Babson's campus events and student or…
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| 50635 |
WalletGrower MCP Server
Claim
Enables AI agents to search, compare, and get personalized recommendations for …
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| 50636 |
LinkedIn Buddy
Claim
MCP server for LinkedIn automation that enables AI agents to perform LinkedIn a…
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| 50637 |
MCP server for tracking nutrition meals and workouts, integrating with claude.a…
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| 50638 |
mcp-plain
Claim
MCP server for the Plain customer support platform. Provides tools for managing…
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| 50639 |
drand-mcp-server
Claim
Enables AI applications to fetch verifiable randomness from the drand network, …
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| 50640 |
weather_test_mcp
Claim
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| 50641 |
Almured
Claim
Marketplace where AI agents ask AI agents that have live or proprietary data.
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| 50642 |
ELIZA MCP Server
Claim
Provides a Model Context Protocol interface to interact with the classic ELIZA …
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| 50643 |
mycelia-mcp
Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
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| 50644 |
REDACTED
Claim
Emulates Orbus Infinity and ServiceNow CMDB as two MCP endpoints on a shared sy…
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| 50645 |
comfyui-mcp-server
Claim
Enables AI assistants to generate images using ComfyUI by exposing tools for im…
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| 50646 |
scry
Claim
Marker-indexed SQL cache MCP server that indexes in-file @scry.\* markers into …
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| 50647 |
cn-funds-mcp
Claim
A China fund & stock data MCP server powered by EastMoney free API, enabling qu…
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| 50648 |
mcp-github-server
Claim
A simple MCP server that provides repository information (list repos, get repo …
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| 50649 |
falladviser-v2-mcp
Claim
MCP server exposing UK financial adviser calculations (tax, IHT, pensions, port…
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| 50650 |
resume-mcp
Claim
A resume MCP server that enables AI agents to search work history by keyword or…
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