MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50101 |
fallbooksonboard-mcp
Claim
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 50102 |
md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth).
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| 50103 |
Enables building, running unit tests, and instrumented tests for Android projec…
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| 50104 |
PlantUML CSA MCP Server
Claim
Generate Control System Architecture (CSA) diagrams using PlantUML via the Mode…
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| 50105 |
microtap-mcp
Claim
Pay-per-call x402 APIs: Polymarket and Kalshi prediction markets, DeFi and cryp…
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| 50106 |
ETABS MCP Server
Claim
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
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| 50107 |
mcp-cloudwatch-explorer
Claim
Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only v…
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| 50108 |
ctx-gen-mcp
Claim
Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for l…
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| 50109 |
nexusm-mcp-server
Claim
Generic MCP server exposing Nexusm core capabilities (memory, conversation, kno…
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| 50110 |
Free web search for your AI using public SearXNG instances, with parallel multi…
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| 50111 |
gemini-mcp-server
Claim
Enables Claude to analyze codebases, search the web, process images, and brains…
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| 50112 |
FortiOS 7.6.x MCP Server
Claim
A complete MCP server for Fortinet FortiOS 7.6.x that exposes the entire REST A…
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| 50113 |
mcp-server-github
Claim
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
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| 50114 |
Outscraper MCP
Claim
Connects AI agents to Outscraper for business discovery, Google Maps intelligen…
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| 50115 |
@spec2tools/stdio-mcp
Claim
Exposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no co…
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| 50116 |
Enables AI agents to interact with a persistent knowledge graph backend using M…
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| 50117 |
MCP GitHub CrunchTools
Claim
A secure MCP server for interacting with GitHub issues, pull requests, reposito…
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| 50118 |
CHAI pentest tool
Claim
Cyber Host Artificial Intelligence (C.H.A.I)
An autonomous penetration testing…
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| 50119 |
LocalData MCP Server
Claim
Gives LLM agents access to local and remote data via databases, files, graphs, …
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| 50120 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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| 50121 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
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| 50122 |
Slingr MCP Server
Claim
Enables interaction with the Slingr platform, including application structure (…
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| 50123 |
jira-context-mcp
Claim
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
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| 50124 |
Endoflife MCP Server
Claim
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
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| 50125 |
aadc-audit-mcp
Claim
A local MCP server that audits software projects against the UK ICO Age Appropr…
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| 50126 |
LinkedIn MCP HTTP Server
Claim
MCP server for posting and managing LinkedIn content, supporting personal and c…
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| 50127 |
reporelay
Claim
Self-hosted MCP server for indexing and searching code repositories via hybrid …
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| 50128 |
reactome-mcp
Claim
Enables AI assistants to search, browse, analyze, and export biological pathway…
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| 50129 |
OpenProject MCP Server
Claim
Enables AI agents to manage OpenProject projects, work packages, activities, an…
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| 50130 |
Ansible MCP Server
Claim
Enables AI assistants to manage Ansible infrastructure, including inventories, …
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| 50131 |
mcp-rag
Claim
Enables per-project, traceable access to a RAG knowledge base, with tools for s…
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| 50132 |
MahoRAGa
Claim
Persistent, graph-powered memory for AI agents that provides long-term semantic…
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| 50133 |
options-chain-mcp
Claim
Read-only MCP server for options research with server-side filtering to reduce …
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| 50134 |
matsumoto-buss-mcp
Claim
Provides Matsumoto city community bus information via GTFS data, enabling stop …
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| 50135 |
worksnaps-mcp
Claim
Enables logging offline time and managing Worksnaps projects/tasks from Cursor …
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| 50136 |
weather-mcp-server
Claim
An MCP server that wraps the Open-Meteo API to provide current weather, forecas…
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| 50137 |
winnow
Claim
Enables local-first context compression for AI agents, offering tools to compre…
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| 50138 |
algokiller-plugin
Claim
ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plug…
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| 50139 |
Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor,…
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| 50140 |
Gen3 MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with Gen3 data commons, w…
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| 50141 |
trails-mcp
Claim
Enables searching outdoor trails by name or place, retrieving route details, el…
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| 50142 |
mcp-business-feeds
Claim
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
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| 50143 |
Cabal-Hunter
Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
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| 50144 |
Jira 9.12.14 MCP Server
Claim
Enables AI models to search Jira issues using JQL and retrieve issue details th…
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| 50145 |
Enables querying clinical trial data from the AACT database (ClinicalTrials.gov…
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| 50146 |
golf-reports
Claim
Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTM…
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| 50147 |
Automates 85-95% of the Secure Software Development Lifecycle (SSDLC) planning …
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| 50148 |
Trello MCP Server
Claim
Connects Trello with AI assistants to manage boards, lists, cards, and comments…
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| 50149 |
Enables users to search and fetch PubMed biomedical literature articles through…
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| 50150 |
PureContext MCP
Claim
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
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