MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44251 |
zandronum-mcp
Claim
Enables AI assistants to interact with the Zandronum game engine for developmen…
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| 44252 |
netsuite-mcp-server
Claim
Exposes NetSuite REST API for orchestrating Spendesk × NetSuite integration, pr…
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| 44253 |
Nahuali
Claim
Trust-aware agent memory with evidence-backed recall, self-inspection, and audi…
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| 44254 |
obsidian-mcp
Claim
Bridges Obsidian vaults with MCP-compatible AI tools, enabling read/write/searc…
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| 44255 |
mcp-molecules
Claim
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
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| 44256 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 44257 |
TrendRadar
Claim
This MCP server is a hot news aggregator and push assistant that supports AI an…
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| 44258 |
nutrition_db
Claim
Generates personalized 7-day meal plans based on user profile and goals, and pr…
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| 44259 |
heu-mcp
Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
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| 44260 |
mcp-proofjson
Claim
A local MCP server that integrates ProofJSON to assess invoices before payment,…
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| 44261 |
ledger-mcp
Claim
Enables renters to cross-examine their rent ledger against their lease using de…
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| 44262 |
Provides AI agents with 25 security analysis tools including vulnerability scan…
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| 44263 |
mcp.office
Claim
Combined MCP server for Euro-Office DocumentServer enabling Word and PDF editin…
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| 44264 |
herohunt-mcp
Claim
People search API - find 1 billion candidates across LinkedIn and GitHub with r…
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| 44265 |
api-docs-generator-ai-mcp MCP server by MEOK AI Labs
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| 44266 |
A production-ready MCP server that bridges physical sensor data with AI reasoni…
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| 44267 |
fpgaZeroMCP
Claim
An MCP server for FPGA toolchain operations including linting, simulation, synt…
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| 44268 |
An enterprise-grade AI processing platform that provides advanced code analysis…
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| 44269 |
Enables AI agents to connect to and query an SQLite database through the Model …
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| 44270 |
MCP DSFR
Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
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| 44271 |
mcp-semantic-search
Claim
Indexes codebases using semantic embeddings for natural language search, enabli…
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| 44272 |
US and Canada business tax deadlines, annual reports, sales tax permits and quo…
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| 44273 |
Veris
Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
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| 44274 |
Rystic
Claim
Start, seed, clock, inspect and diff Rystic API simulators from your agent.
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| 44275 |
Free MCP tools: Solana token safety and Polymarket kit samples, x402 quotes, ve…
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| 44276 |
occasio
Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
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| 44277 |
formlabs-local-mcp
Claim
A Model Context Protocol server that exposes Formlabs Local API to AI tools, en…
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| 44278 |
kuriflow-mcp
Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
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| 44279 |
Torn MCP Server
Claim
Remote MCP server for the Torn City API v2, enabling querying of player, factio…
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| 44280 |
Enables AI assistants to interact with Investec banking accounts, transactions,…
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| 44281 |
tilwhen date engine
Claim
Deterministic date arithmetic with auditable receipts: business days, due dates…
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| 44282 |
MCP Local LLM Server
Claim
Processes large files, error logs, and codebase searches locally via Ollama to …
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| 44283 |
expense-mcp-server
Claim
Enables AI assistants to track and manage expenses, including adding, viewing, …
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| 44284 |
indico-mcp
Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
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| 44285 |
moysklad-mcp-ru
Claim
Provides AI assistants with direct access to the Moysklad (МойСклад) JSON API f…
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| 44286 |
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
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| 44287 |
sajuMCP
Claim
Calculates saju (four pillars) for a given birth year, month, day, hour, minute…
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| 44288 |
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
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| 44289 |
Enables interacting with Google Search Console via natural language, supporting…
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| 44290 |
musicolet-mcp
Claim
Extracts listening metrics from Musicolet backup files and builds a static dash…
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| 44291 |
Vision MCP Server
Claim
Enables screenshot capture and visual analysis using cloud or local vision mode…
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| 44292 |
mcp-brazil-marketplaces
Claim
MCP server to search and retrieve public ads from OLX Brasil and Mercado Livre …
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| 44293 |
Odoo 18 MCP Server
Claim
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
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| 44294 |
Google Scholar
Claim
Search Google Scholar for academic papers, citations, and author profiles.
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| 44295 |
A community-maintained fix for the MCP Feedback Enhanced server, resolving imag…
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| 44296 |
ComfyUI MCP
Claim
Generate and manage ComfyUI media through the Model Context Protocol.
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| 44297 |
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
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| 44298 |
CodexMCP
Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
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| 44299 |
article-research-mcp
Claim
Multi-source article and tutorial research for agent planning, providing dedupl…
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| 44300 |
MCP server for managing event spaces, hotels, and party venues in Saga Prefectu…
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