MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58551
Static analysis tools for Frappe Framework and ERPNext projects via local stdio…
N/A N/A 81
58552
fzlzjerry
uniprot-mcp Claim
MCP server that exposes the UniProt REST API to LLM clients, enabling search an…
58553
RamyaChinnadurai
Linkedmash Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
81
58554
nukkerman2000
live2d-mcp Claim
An interactive desktop companion with a Live2D model that can be controlled via…
N/A N/A
58555
davidmosiah
Local-first CGM MCP for AI agents: Dexcom Developer API and FreeStyle Libre via…
58556
krovacloud
mcp Claim
Provision and manage Krova Cloud Cubes — Firecracker microVMs with root access …
N/A N/A
58557
florinel-chis
Enables searching and retrieving Magento 2 REST API documentation offline via l…
N/A N/A
58558
Schimmilab
Enables Claude/agents to read, control, and develop IP-Symcon home automation s…
58559
asd-git-master
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
58560
codependentai
An MCP server that gives AI agents full admin control over Discord servers with…
58561
pzehrel
A proxy MCP server that connects to Tavily's official Streamable HTTP MCP, mana…
N/A N/A
58562
3xpr1ment
repiscope Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
N/A N/A
58563
CSOAI-ORG
readme-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
58564
glennadjrussell
An OSINT tradecraft toolkit MCP server offering 31 tools for domain reconnaissa…
N/A N/A
58565 N/A N/A 95
58566
pkyit
dm-mcp Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
58567
lrferr
Enables monitoring and administration of MySQL databases through natural langua…
58568
Amaretto-Software-Labs
A read-only MCP server for querying AI provider administration APIs, providing …
58569
MattCarpenter-Workato
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
58570
gabrieleakeron
selvans Claim
A framework that makes any web application natively operable by AI agents throu…
58571
Asem-D
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
58572
egrigokhan
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
N/A N/A
58573
ajitnk-lab
Exposes a local MCP server via ngrok with SSE and Streamable HTTP transports fo…
N/A N/A
58574
cq27-dev
rag-rat Claim
Local repo-intelligence MCP for coding agents: indexes source, symbols, call gr…
N/A N/A
58575
gigachadtrey
chatsave Claim
N/A N/A 95
58576
blackdragoon26
Enables LLMs to safely write and run bpftrace scripts against the Linux kernel …
N/A N/A
58577
knoxgraeme
Enables MCP-capable agents to retrieve relevant slices of a user-story knowledg…
58578
stubbedev
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
N/A N/A
58579
lantip
A lightweight MCP server for tracking personal expenses, income, and budget sum…
N/A N/A 95
58580
BasilSkyWalk
parecode Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
N/A N/A
58581
elkimek
openclaw-mcp Claim
Enables Claude Code to communicate with an OpenClaw bot via Matrix, allowing yo…
58582
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
N/A N/A
58583
xxczaki
MCP server for accessing VS Code/Cursor Local History
N/A N/A 95
58584
zankkas
loom-go Claim
A thinking assistant MCP server that helps you reason through problems using st…
N/A N/A
58585
arjungowdal4601
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
58586
zz6zz666
Enables agent-style remote development over SSH with file operations and comman…
N/A N/A
58587
maximem-ai
Synap Memory Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
58588
MarcoPorcellato
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
N/A N/A
58589
feedback-loop-ai
MCP server for managing Ory Kratos identities, sessions, and authentication flo…
58590
Rovemark
Logica Mind Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
N/A N/A
58591
iMayuuR
ContextHub Claim
AI memory orchestration server that provides persistent, encrypted context with…
N/A N/A
58592
offquestxo
groundcheck Claim
An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scori…
N/A N/A
58593
Haimantika
A simple MCP server that provides a tool to get the current server time and a r…
N/A N/A
58594
CarnivalBigTop
dearhuman Claim
Send e-cards to your human. The first store built for AI agents; free, no API k…
58595
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
58596
DivyaV18
Enables interaction with YouTube's Data API through MCP, providing tools for ch…
N/A N/A
58597
kud
A Jenkins MCP server with 37 tools for managing jobs, builds, nodes, views, and…
N/A N/A
58598
dannyhertz
A Python-based MCP server demonstrating tools for math calculations, time retri…
58599
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
N/A N/A
58600
mkcrw
Diagnoses why a FiveM server or resource is broken by scanning local configs, m…
N/A N/A
Showing 58551–58600 of 67286 servers