MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32801
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
32802
Auriti-Labs
Total Recall Claim
Persistent cross-session memory for AI coding assistants, automatically capturi…
N/A N/A
32803
lesleslie
spline-mcp Claim
MCP server for Spline.design code generation and asset management.
32804
masaro-media
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
32805
mafaq229
pbirb-mcp Claim
An MCP server for editing Power BI Report Builder paginated reports (.rdl) thro…
N/A N/A
32806
masumi-network
Connects AI clients to decentralized agent discovery, hiring, monitoring, and p…
N/A N/A
32807
NekoTarou
MCP server for KingBase (PostgreSQL-compatible) databases, enabling AI assistan…
N/A N/A
32808
goldendev0830
FastAPI-MCP Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
32809
fastmcp-me
Enables computer control via mouse, keyboard, OCR, and screen/window management…
N/A N/A
32810
webhead2oo9
Enables LLMs to read and write Discord messages, search content, and compute ch…
N/A N/A
32811
pipeworx-io
Acled Claim
ACLED MCP — Armed Conflict Location & Event Data Project
32812
HansF
irail-mcp Claim
Provides Belgian railway travel information via the iRail API, including statio…
32813
mayank-nayak
Enables natural-language querying of historical NBA game data from a read-only …
N/A N/A
32814
haoylle
kd-mcp Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
N/A N/A
32815
bryanlabs
Provides AI assistants with direct access to your ebook library, enabling listi…
32816
flammafex
mcp-searxng Claim
Provides structured search tools (web, news, images, videos, research) via a Se…
32817
adamperna74
Enables restaurant management through natural language, allowing import of Toas…
N/A N/A
32818
expremiental
telegram-mcp Claim
Read-only MCP server for self-hosted Telegram access via Telethon. Enables read…
N/A N/A
32819
bojanrajkovic
mcp-paprika Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
32820
thananauto
Provides utility tools including random jokes, current weather, and name-based …
32821
vinkius-labs
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
32822
VinnyVanGogh
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
32823
Ricii2024
Enables file reading with pagination and regex-based code search across a codeb…
N/A N/A
32824
swagger3x
A Model Context Protocol (MCP) server that wraps AppFolio's REST API so Claude …
32825
fainir
conductor Claim
A deterministic MCP server that wraps Claude Code with verified, retryable comm…
N/A N/A
32826
flammafex
openzim-mcp Claim
MCP server for reading and searching ZIM archives, optimized for single-user de…
N/A N/A
32827
jsvirtane
Read-only MCP server for the Palloliitto's result service API, enabling AI appl…
32828
jissp
Provides real-time Korean stock market data, including stock prices, rankings, …
32829
Lixtt
Manages arXiv papers: search, download, analyze, and save AI-generated summarie…
N/A N/A
32830
ktmcp-cli
Enables interaction with the BeezUP Merchant API for reading and writing BeezUP…
N/A N/A
32831
lazymac2x
Cloudflare Workers MCP server: agent-workflow-engine
32832
Knuckles-Team
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
32833
VitalyOstanin
MCP server that lets AI coding tools control and observe a running Node.js proc…
N/A N/A
32834 N/A N/A 95
32835
abhigya2002
Enables appending structured content to Google Docs and creating Gmail drafts t…
N/A N/A
32836
pajaydev
Integrates with SchoolDigger's API to search schools, get rankings, and find di…
N/A N/A
32837
Perseus-Computing-LLC
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 43 …
N/A N/A
32838
Edgaras0x4E
tika-mcp Claim
An MCP server that wraps Apache Tika to extract text, metadata, and more from d…
32839
mcp Claim 2
Pay for x402 paywalls, datasets, and store checkouts on Solana, behind hard spe…
N/A N/A 81
32840
asuar16
MCP server for Grubhub Data Platform operations, providing 40+ tools across 18 …
N/A N/A
32841
wiseappsai
Enables AI agents to manage Apple App Store Connect through the official API, i…
32842
P-bit-display
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
N/A N/A
32843
lazymac2x
Cloudflare Workers MCP server: embedding-search
32844
beck-8
ikuai-mcp Claim
MCP server for interacting with iKuai routers, enabling Claude to query system …
N/A N/A
32845
attamari
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
N/A N/A
32846
provision-stack
Outcome-based infrastructure for agents — verified AWS deployments, metered bil…
32847
lodado
Creates a local MCP runtime for design-system repositories, enabling AI coding …
N/A N/A
32848
andreahaku
A Model Context Protocol server for deep codebase understanding of Python proje…
N/A N/A
32849
williamcodes
speedrun-mcp Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
32850
softwareone-platform
Enables querying and interacting with Adobe VIP Marketplace Partner API documen…
N/A N/A
Showing 32801–32850 of 64766 servers
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