MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

43656
Discovered
29481
Scored
2111
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
34601
andyleimc-source
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
34602
margint-ai
Enables querying Margint per-customer AI margins and costs from MCP clients. Pr…
34603
chmald
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
34604
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
34605
daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
N/A N/A
34606
craigmbrown
BlindOracle Claim
Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP …
34607
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
34608
stormbliss
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
34609
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
34610
tmdaidevs
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
N/A N/A
34611
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
34612
Arkel-ai
Provides tools to interact with the Attio API, enabling management of resources…
N/A N/A
34613
vibeflowing-inc
Convex MCP Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
34614
arkapatra31
MCP server enabling real-time weather queries via Tavily API and internet usage…
34615
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
34616
kdkim2000
Tracks token usage and records coding sessions for Claude Desktop users, suppor…
34617
wearesociety
Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and …
N/A N/A
34618
protostatis
unbrowser Claim
Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, …
N/A N/A
34619
CxOAGI
MCP server for generating images and videos using Google Gemini and VEO models,…
34620
capsulerun
bash Claim
Sandboxed bash for agents. Run untrusted commands in WebAssembly sandboxes with…
N/A N/A
34621
darkt22002
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
N/A N/A 95
34622
triumsebas
An MCP server that delegates coding and sysops work to cheaper agents via durab…
N/A N/A
34623
Docuplete
Docuplete automates document completion for businesses — PDF templates, client …
34624
srstsavage
Enables LLMs to interact with ERDDAP search, metadata, and tabledap services fo…
34625
yjqian19
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
N/A N/A 95
34626
pdogra1299
Maps function and component dependencies in Haskell and ReScript codebases, pro…
N/A N/A
34627
shaktech786
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
34628
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
34629 N/A N/A 95
34630
xiaobenyang-com
Search Berlin administrative services by name or topic. Get detailed requiremen…
N/A N/A 95
34631
sanjana-pier39
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
34632
tdwesten
MCP server for instruckt visual annotations. Enables AI agents to retrieve pend…
N/A N/A
34633
CalebChristiansen
Memoreei Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
34634
LokiMCPUniverse
Exposes Zoho CRM v6 REST API as structured tools for LLM agents via MCP, enabli…
34635
JumenEngels
Enables interaction with SAP Analytics Cloud through an MCP server, exposing 90…
N/A N/A
34636
borgius
kanban-lite Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
N/A N/A
34637
singhhkunttall
trae123 Claim
N/A N/A 95
34638
taiseimiyaji
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
N/A N/A
34639
gregpriday
A read-only MCP server providing structured code planning and review tools (tec…
N/A N/A
34640
open-energy-transition
PyPSA MCP Claim
PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and…
N/A N/A
34641
flin-agency
Read-only MCP server for querying Shopify analytics data, including orders, cus…
34642
malkreide
Provides AI-native access to Swiss Federal Statistical Office datasets through …
34643
freqkflag
Provides structured project management through phase-based workflows, enabling …
81
34644
forgemeshlabs
travel-mcp Claim
Public travel search workflow MCP server for airport lookup, route comparison, …
34645
fastmcp-me
Complete knowledge management for AI assistants with Elasticsearch search and d…
N/A N/A
34646
harlley
Enables to manage Storyblok components through natural language descriptions, i…
34647
tomascupr
CodexMCP Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
N/A N/A
34648
berkayildi
A local MCP server that parses Terraform .tfstate files and lets AI agents audi…
N/A N/A
34649
LingFeng-Vels
A local-first MCP server for coordinating parallel AI coding sessions with tool…
N/A N/A
34650
suavecito585
Provides access to 61 public digital libraries through a single unified interfa…
N/A N/A
Showing 34601–34650 of 43656 servers
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