MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68351 |
Dichiarino
Claim
Enables AI assistants to help compile the Italian Modello 730 income tax return…
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| 68352 |
e2b-code-mode
Claim
A Code Mode MCP server for the e2b API, giving agents three tools (search, exec…
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| 68353 |
esrp-mcp-server-test
Claim
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
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| 68354 |
screenslick
Claim
Enables AI agents to control the ScreenSlick browser video editor, supporting t…
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| 68355 |
Holdings
Claim
Let your AI send invoices and take payment — card or ACH. Free.
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| 68356 |
pushover-mcp
Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
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| 68357 |
MSSQL MCP Reader
Claim
Read-only Model Context Protocol server for Microsoft SQL Server, enabling safe…
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| 68358 |
repiscope
Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
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| 68359 |
muse-tts-embed
Claim
Enables Claude to speak text with an embedded audio player, supporting 54 voice…
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| 68360 |
Praxis
Claim
Gives AI assistants a reliable memory for proven, verified skills, enabling the…
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| 68361 |
mcp-fleet-worker
Claim
Spawn headless OpenCode workers on cheap models to delegate expensive tool-usin…
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| 68362 |
Enables AI assistants to execute Python functions and system commands via Strea…
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| 68363 |
BACnet MCP Server
Claim
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
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| 68364 |
screenshot-mcp
Claim
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
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| 68365 |
Workadu MCP Server
Claim
Enables AI assistants to interact with Workadu data through natural language, m…
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| 68366 | — | |||||||||
| 68367 |
Pica MCP Server
Claim
Integrates with the Pica API platform to enable seamless interaction with vario…
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| 68368 |
LightRAG MCP Server
Claim
Enables AI clients to interact with a LightRAG knowledge graph server via MCP, …
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| 68369 |
GeoOntology-MCP
Claim
A geographic ontology layer MCP server that exposes hierarchical relations, top…
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| 68370 |
mcp-server
Claim
AI meal planning: generate weekly plans, manage recipes, and send groceries to …
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| 68371 |
n8n-workflow-builder
Claim
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| 68372 |
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
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| 68373 |
digiloglabs
Claim
digiloglabs mcp
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| 68374 |
git-log-mcp
Claim
Enables querying git commit history to analyze when and why code changes happen…
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| 68375 |
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
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| 68376 |
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
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| 68377 |
Deploy to Agents
Claim
Audit agent-distribution surfaces and create an evidence-based distribution pla…
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| 68378 |
test
Claim
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| 68379 |
autowiki-mcp
Claim
Automatically generates comprehensive wiki documentation from any codebase, inc…
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| 68380 |
notion-mpm
Claim
Enables interaction with Notion workspaces through a comprehensive set of tools…
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| 68381 |
MCP SQL Server
Claim
Enables AI assistants to interact with SQL Server databases through tools for c…
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| 68382 |
mcp-assist-memory
Claim
An MCP server that provides a shared memory layer for Claude across claude.ai, …
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| 68383 |
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
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| 68384 |
A local MCP server for Claude Desktop with persistent task management, file ope…
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| 68385 |
cic-mcp-gateway
Claim
Compiles and routes context from trust-domain sources (session, workdir, knowle…
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| 68386 |
portal-mcp-server
Claim
Query onchain data across EVM, Solana, Bitcoin, Substrate, and Hyperliquid via …
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| 68387 |
MCP server for Claude Desktop providing access to Google Sheets, Gmail, and Goo…
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| 68388 |
vdiff
Claim
Breaking-change diffs for npm packages, served over REST and MCP, so coding age…
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| 68389 |
devkits
Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
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| 68390 |
roblox-mcp-difz
Claim
MCP server for controlling and reverse engineering Roblox games, providing 132 …
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| 68391 |
EARLY App MCP Server
Claim
An MCP server that provides AI assistants with access to the EARLY time trackin…
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| 68392 |
Ghosthand
Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
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| 68393 |
Fill-Rite MCP
Claim
Enables AI agents to interact with a user's Fill-Rite fuel management system, w…
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| 68394 |
opn-mcp
Claim
Shorten links, read click analytics, generate branded QR codes, and manage link…
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| 68395 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
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| 68396 |
A Model Context Protocol (MCP) server that connects AI assistants to Jira and C…
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| 68397 |
trust-mcp
Claim
MCP server that enables AI agents to verify each other's trust scores, register…
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| 68398 |
jira-mcp
Claim
Comprehensive MCP server for Jira integration, enabling issue management, searc…
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| 68399 |
Enables AI assistants to navigate, search, and analyze academic materials organ…
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| 68400 |
maximo-jobplan
Claim
Enables natural language interactions for creating, querying, updating, and del…
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