MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29804
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50701
hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
N/A N/A
50702
jonjoe
Bridges Zustand stores over WebSocket, enabling MCP-capable AI to inspect and m…
N/A N/A
50703
murilojrpereira
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
50704
zz6zz666
Enables agent-style remote development over SSH with file operations and comman…
N/A N/A
50705
MMHK
A local MCP server enabling AI assistants to query and analyze data via DuckDB …
N/A N/A
50706
brettscharm
ELM MCP Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
N/A N/A
50707
ianphil
PromptBin Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
N/A N/A
50708
coolexer
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
N/A N/A
50709
GatisOzols
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
N/A N/A
50710
ceaksan
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
N/A N/A
50711
ncsound919
UFC-MCP Claim
A local file conversion server supporting audio, video, image, document, and sp…
N/A N/A
50712
Stankjedi
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
N/A N/A
50713
ihwooMil
A persistent, self-organizing memory MCP server for AI assistants, using semant…
N/A N/A
50714
dss99911
Enables AI assistants to manage Obsidian tasks with full CRUD operations, query…
N/A N/A
50715
yangyaofei
Swagger MCP Claim
Loads and queries OpenAPI/Swagger documents, providing tools to list APIs, get …
N/A N/A
50716
angrysky56
A self-improving coding agent MCP server that enables code execution, semantic …
N/A N/A
50717
vapvarun
Enables AI assistants to automate Basecamp operations including project managem…
N/A N/A
50718
riemannzeta
Provides access to USPTO patent and patent application data through multiple AP…
50719
genoxdeveloper
The only MCP that returns license + supply-chain risk + popularity + price in a…
50720
JiayuuWang
Enables interaction with Airtable bases and tables, allowing schema inspection …
50721
giorod3
web2md Claim
Converts web pages to Markdown with tiered fetching to minimize LLM context usa…
N/A N/A
50722
Astro2024
MCP server providing tools to look up Pokémon, moves, abilities, items, locatio…
50723
brmh
A comprehensive MCP server for managing and analyzing Meta Ads (Facebook/Instag…
N/A N/A
50724
Dimitrearaujo
A Python MCP server providing AI agents with tools for local knowledge base sea…
N/A N/A
50725
mikelane
A stateful MCP server that remembers what your AI agent has already seen.
N/A N/A
50726
verymbuemo
Enables AI agents to manage Linear workspace resources such as issues, projects…
N/A N/A
50727
andrefigueira
mcp-control Claim
MCP server that gives Claude Code full mouse, keyboard, and app control on macO…
N/A N/A
50728
thedevopsstore
A Python-based MCP server for Microsoft 365 Outlook email operations using OAut…
N/A N/A
50729
albert-mr
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
50730
skiddgoddamn
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
N/A N/A
50731
shoomkloom
dbmcp-server Claim
Provides an instant MongoDB MCP server that can be used from any AI agent witho…
50732
ForgeSynapse
Comprehensive MCP server offering password generation, QR code creation, Base64…
N/A N/A
50733
MdNazishArmanShorthillsAI
MCP Server for interacting with the Langflow API via a natural language interfa…
50734
tellahq
MCP server for WorkOS User Management API. Enables Claude to manage users, orga…
N/A N/A
50735
maglu
A Model Context Protocol (MCP) server for automated crash analysis using GDB.
N/A N/A
50736
sid12super
A multi-agent research system that decomposes complex queries into targeted sub…
N/A N/A
50737
Foxhunt
Provides tools to interact with a self-hosted GitLab instance, enabling project…
N/A N/A
50738
tistaharahap
bhinneka Claim
MCP server providing flight search, web search, URL fetching with JS rendering,…
N/A N/A
50739
elweth-sec
MCP server that enables Claude to perform network scans using netscan, supporti…
N/A N/A
50740
salviz
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
N/A N/A
50741
shuruheel
mcp-engram Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
N/A N/A
50742
ag4852
Memory Bear Claim
An MCP server that transforms markdown notes into a searchable knowledge base w…
N/A N/A
50743
latent-defense
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
50744
qinisolabs
Provides verified UK company lookup and number validation for AI agents using o…
N/A N/A
50745
Sherman-Studio
MCP server for the Revolut Merchant API, enabling AI assistants to read and man…
50746
molpass
numerology Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
N/A N/A
50747
asksurf-ai
Enables access to 86 crypto data endpoints from the Surf API, including market …
N/A N/A
50748
outerheaven199X
bags-sdk-mcp Claim
Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
N/A N/A
50749
neverhunt
rybbit-mcp Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
50750
timncox
An MCP server for managing DNS records and domains via the Namecheap API. Works…
N/A N/A
Showing 50701–50750 of 57160 servers