MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49601
YatharthLakhera
Enables Google Drive file operations (search, read, create, download, etc.) thr…
49602
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
N/A N/A
49603
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
49604
DassianInc
dassian-adt Claim 1
MCP server for SAP ABAP development via the ADT API. Connect AI assistants to y…
95
49605
moinugare19
SSH/SFTP server enabling remote command execution and secure file transfers, wi…
N/A N/A
49606
biggling
Tracks multi-exchange cryptocurrency portfolio P\&L by storing holdings and pro…
49607
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
N/A N/A
49608
rahulsethi
sap-bdc-mcp Claim
Enables AI agents to safely discover and validate SAP Business Data Cloud contr…
N/A N/A
49609
kennyzheng-builds
Enables AI agents to semantically search, ask questions about, and analyze vide…
49610
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
N/A N/A
49611
bnusunny
An MCP server that enables LLM coding agents to deploy web applications to AWS …
49612
yumeiriowl
An MCP server that builds a knowledge graph from code and text documents, enabl…
N/A N/A
49613
Magnus-Gille
Munin Memory Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
49614
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
49615
openprints
Enables AI agents to browse products, upload designs, place print orders, track…
49616
PancrePal-xiaoyibao
Provides structured PubMed literature data for LLM agents, supporting search, c…
49617
artemoalin28-afk
Provides real-time and historical cryptocurrency market data using ccxt, with t…
49618 N/A N/A 95
49619
cmskunkworks
app-seo-ai Claim
N/A N/A 95
49620
uchit
Regulated-industry AI compliance knowledge as MCP. 6 tools (lookup_control · cl…
N/A N/A
49621
novyxlabs
novyx-mcp Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
95
49622
patsa2561-art
Mneme Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
N/A N/A
49623
cheqd
Enables AI agents to securely manage decentralized identities, verifiable crede…
49624
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
49625 N/A N/A 95
49626
SebAustin
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
49627
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
49628
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
49629
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
81
49630
SoftwareTree
ORMCP Server Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
49631
rajgurung
Enforces team engineering standards across Git, code review, Rails, frontend, d…
N/A N/A
49632 N/A N/A 95
49633
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
49634
drashrafsaiyed-cyber
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
49635
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
49636
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
49637
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
N/A N/A
49638
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
49639
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
49640 N/A N/A 95
49641
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
49642
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
49643
ericchen1972
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
49644
Dex865378
Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assi…
N/A N/A
49645
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
81
49646
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
49647
Ultrathink-Solutions
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
N/A N/A
49648
sandraschi
Conversational AI control for Software Defined Radio via the Model Context Prot…
N/A N/A
49649
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
49650
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
Showing 49601–49650 of 49876 servers
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