MCP Server Quality Scores

Independent quality analysis of 61551 public MCP servers

61551
Discovered
30053
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61451
karimodm
angr-mcp Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
N/A N/A
61452
mnlt
maus-mcp Claim
MCP server that gives AI agents access to your Maus clipboard on macOS, enablin…
N/A N/A
61453
TheQmaks
SkillSearch Claim
Indexes every skill across all installed plugins and enables the agent to find …
N/A N/A
61454
ravikanth180
Provides integration with Jira and Confluence, enabling issue and page manageme…
N/A N/A
61455
sunkencity999
Provides a pre-flight/post-flight firewall for LLM calls with comprehensive det…
61456
DevquasarX9
A Model Context Protocol server for GitLab that provides AI agents structured a…
61457
845340126
tdx-mcp Claim
基于通达信行情服务器的 MCP Server,为 AI 助手提供实时 A 股、期货、港股等行情数据及技术指标。
61458
martijnrusschen
Provides AI assistants with access to ProductLane support threads, contacts, ch…
61459
ShaikHafiz-1
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
61460
BACH-AI-Tools
echo Claim
A simple MCP server that echoes back any input message. Useful for testing MCP …
61461
jorgearturoyap-debug
Enables ChatGPT Desktop to interact with MetaTrader 5 for trading, market data …
N/A N/A
61462
alimov-andrey
Enables academic research via Claude Code, allowing search of Google Scholar an…
N/A N/A
61463
foggy-projects
Governed MCP access to Odoo business data, preserving Odoo permissions via a se…
61464
social4hyq
MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
N/A N/A
61465
SharifulHasanRoky
Mother MCP Claim
A unified remote MCP server that integrates multiple advertising, analytics, an…
61466
aanno
A Model Context Protocol (MCP) server that provides a RAG (Retrieval Augmented …
N/A N/A
61467
jpstone
Spec Guard Claim
A methodology and MCP server for agent-driven software development where humans…
N/A N/A
61468
leonardsellem
Turns your Readwise library into a blazing-fast semantic search engine with a s…
61469
SMABoundless
Enables searching and retrieving scholarly works, authors, institutions, and ci…
N/A N/A
61470
ChuprinaDaria
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
N/A N/A
61471
fastmcp-me
Search and download 3D models from Sketchfab using the Sketchfab API.
61472
xujcbiz
Provides read-only MySQL query execution, database/table browsing, and table st…
N/A N/A
61473
Vl4dimirz
webpage-mcp Claim
A zero-config MCP server that lets AI agents fetch, read, and search live web p…
N/A N/A
61474
gabriellopesdesouza2002
MCP WhatsApp Claim
Enables sending messages, images, documents and more on WhatsApp directly from …
N/A N/A
61475
Gaaldaco
qbo-mcp Claim
An MCP server for QuickBooks Online that enables managing customers, vendors, i…
61476
Ceveto
Enables AI agents to interact with the Ceveto business management API through M…
61477
Johnbliss60
SpecForge Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
61478
choplin
Wraps Google's Gemini CLI to expose search, chat, and file analysis tools via t…
N/A N/A
61479
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
61480
aleks-yustas
Local MCP server that provides current weather, forecast, summary, and weather …
61481
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
61482
code-alchemist01
Enables AI assistants to manage project analysis, code metrics, documentation, …
N/A N/A
61483
jagadeesh52423
Enables AI assistants to manage Redash queries, dashboards, visualizations, and…
61484
Ahmed-Mansy-Mansico
MCP Task Claim
Enables LLMs to interact with any ERPNext instance through comprehensive CRUD o…
61485
ervin-zhang
A remote MCP Server demo using FastMCP and Streamable HTTP, offering tools (add…
61486
CSOAI-ORG
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
N/A N/A
61487
emily397
Enables AI agents to pull live job listings from major ATS platforms (Greenhous…
61488
diptigarg23
Enables semantic search over VTT transcript files using AI-powered structured s…
N/A N/A
61489
datacraftdevelopment
Enables Claude to interact with FileMaker databases through the FileMaker Data …
N/A N/A
61490
BumpyClock
An MCP server that provides file and directory tools for LLMs, including projec…
N/A N/A
61491
OmNagvekar
Chef-Agent Claim
A streaming AI cooking assistant that uses MCP tools and Neo4j knowledge graph …
61492
zhanglc
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
61493
Yasir-Khan-7
Provides educational tools for developers to learn programming concepts, review…
N/A N/A
61494 N/A N/A 95
61495
frontier-infra
Roundtable Claim
Fans out a question to multiple frontier models in parallel, optionally deliber…
61496
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
61497
es6kr
Browse, search, rename, split, and clean up Claude Code sessions via MCP, Web U…
N/A N/A
61498
sypherin
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
N/A N/A
61499
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
61500
alexchenlin1996-pixel
Enables semantic search and retrieval of Chinese judicial cases from the Suprem…
N/A N/A
Showing 61451–61500 of 61551 servers