MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

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66534
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31841
Scored
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2112
Verified
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16953
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Last updated 29 minutes ago

Grade Distribution

Score Distribution

Newly Added

AppStore Copilot F mcp F Schedii F Nexo Meinlem — fórum e universo agent-first F SEOmatic F

Biggest Gainers

StockLens +58 MemoryPlugin +46 Teppek +46

Biggest Drops

Scrub MCP -47 Spectral — verified-knowledge oracle -46 scry — agent conduct meter, vow oracle, and the agent town -38
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42651
zacacollier
Provides real-time cryptocurrency market data from the Kraken Pro exchange, inc…
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42652
anaseqal
Universal Python code execution MCP server that lets LLMs write and run Python …
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42653
mcneel
RhinoMCP Claim
A Rhino MCP Server for AI Agents to create and edit Rhino.
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42654
abossard
Enables AI assistants to control a local LedFX instance through natural languag…
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42655
oneill9
Community-built server providing real-time London transport data via the TfL Un…
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42656
theYahia
vnpay-mcp Claim
MCP server for VNPay payment gateway (Vietnam). Supports payment URL generation…
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42657
unforget-ai
Long-term memory for Claude Code, Cursor, and MCP clients with zero-config embe…
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42658
OrygnsCode
OPA MCP Claim
Author, validate, debug, and explain OPA Rego policies through any MCP-compatib…
 — ○ ⏳ — N/A N/A — — —
42659
shuji-bonji
Enables retrieval and full-text search of Japanese National Tax Agency document…
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42660
NeoNexAI
Integrates Presto construction budgeting software with Claude Code, enabling an…
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42661
Future-Proof-DS
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
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42662
IsaacEryn
A11y Check Claim
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…
 — ○ ⏳ — N/A N/A — — —
42663
empezarcero
pov Claim
Enables LLM agents to capture screenshots, control mouse/keyboard, and manage w…
 — ○ ⏳ — N/A N/A — — —
42664
liteapi-travel
Enables interaction with LiteAPI's hotel booking and travel services through MC…
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42665
Lil-Beast-666
MCP server for Wiki.js that exposes 29 tools for managing pages, comments, tags…
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42666
facar8719-crypto
Gemini MCP Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
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42667
luiz-santos-it
anki-mcp Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
 — ○ ⏳ — N/A N/A — — —
42668
Rasyidarfan
Enables AI assistants to access official Indonesian statistical data (BPS) thro…
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42669
MHNahib
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
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42670
Sanchita-8756
Tableau MCP Claim
A suite of developer primitives that enable AI applications to integrate with T…
 — ○ ⏳ — N/A N/A — — —
42671
GRAMMAC1
error2fix Claim
Provides coding agents with compressed failure context via MCP, reducing the ne…
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42672
Mdskun
A production-ready MCP server enabling Claude and other LLMs to perform intelli…
 — ○ ⏳ — N/A N/A — — —
42673
achmadya-dev
drawio Claim
MCP server for creating and editing diagrams using draw.io. Allows generating d…
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42674
ibacher
jira-mcp Claim
A local MCP server that wraps the Jira REST API v3, enabling issue management, …
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42675
lieberweiss
A secure MCP server for database access via FastMCP, supporting SQLite, Postgre…
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42676
aidenbmiller26-finanalyst
Enables AI assistants to access real-time stock, crypto, and market index data …
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42677
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
 — ○ ⏳ — N/A N/A — 95 —
42678
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
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42679
commune-dev
commune-mcp Claim
Enables AI agents to read, send, and manage email and SMS through Commune's API.
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42680
cyanheads
Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossr…
 — ○ ⏳ — N/A N/A — — —
42681
tranhoangtu-it
mcp-figma Claim
Bridges AI clients to Figma Desktop via Plugin API and WebSocket, enabling real…
 — ○ ⏳ — N/A N/A — — —
42682
cspenn
karve Claim
Provides persistent semantic memory for Claude Code via local embeddings and si…
 — ○ ⏳ — N/A N/A — — —
42683
shantoislamdev
Provides programmatic access to Material Web documentation and components for A…
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42684
xaxixak
Minimal Discord Gateway relay for Claude Code and any MCP client using raw WebS…
 — ○ ⏳ — N/A N/A — — —
42685
tomelliot
todos-mcp Claim
A todo list manager with MCP integration that enables AI assistants to create, …
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42686
caresolace
MCP server for headless care coordination, providing tools for case-aware provi…
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42687
joel6603
Enables Claude to write, compile, and execute formal verification models in All…
 — ○ ⏳ — N/A N/A — — —
42688
genoxdeveloper
The only MCP that returns license + supply-chain risk + popularity + price in a…
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42689
NikkeTryHard
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
 — ○ ⏳ — N/A N/A — — —
42690
alinjfz
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
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42691
haqops
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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42692
jasoncronje
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
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42693
lowbridgee
engram-mcp Claim
An MCP server that enables semantic and keyword search over Claude Code convers…
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42694
iamyaeeun
MCP server for Naver Search Open API, enabling search news, blog, and shop func…
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42695
pipeworx-io
Wraps the Metals-API to provide real-time precious metals data (gold, silver, p…
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42696
PhoebusForWork
jira-mcp Claim
This MCP server enables interaction with Atlassian products (Jira and Confluenc…
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42697
seanshin0214
QualAI Claim
AI-powered qualitative research analysis server that provides 20 specialized to…
 — ○ ⏳ — N/A N/A — 95 —
42698
Nelev
Converts GeoJSON geometries into 3D triangulated meshes using a local LLM (Olla…
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42699
friendlygeorge
Multi-engine container and system vulnerability scanning for AI agents. Wraps T…
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42700
FabianBartschDatenanalyse
Sozio Thin Claim
Enables reproducible analysis of 100 curated Swiss open-data resources by searc…
 — ○ ⏳ — N/A N/A — — —
Showing 42651–42700 of 66534 servers
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