MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63901
Duke-CEI-Center
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
N/A N/A
63902
Venkatchavan
OpenAEC MCP Claim
Safety-first Model Context Protocol platform for AEC applications, enabling AI …
63903
santosh-chourasiya
Enables AI agents and developers to securely access Paytm's Payments and Busine…
63904
Ross-C
Ross MCP Claim
Personal life admin MCP server that manages Apple Reminders from any Claude ses…
N/A N/A
63905
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
63906
bugzy-ai
A simplified MCP server for accessing Slack API, enabling AI assistants to list…
63907
superposed-labs
Fluxion Bus Claim
Enables AI agents to delegate scoped tasks across multiple providers like Codex…
N/A N/A
63908
isaacpalomero
A server that stores and semantically searches AI prompts via RAG, enabling dev…
N/A N/A
63909
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
63910
vola-trebla
MCP server exposing portfolio AI tools including semantic search, evaluation fr…
N/A N/A
63911
Nainounen
homelab-mcp Claim
MCP server giving AI assistants full control of a Proxmox homelab, enabling man…
63912
INSANE0777
FC 26 MCP Claim
Two MCP servers for EA SPORTS FC 26: one parses and edits squad files, another …
N/A N/A
63913
apiotrowski-afk
legal-cite Claim
Verifies legal citations by fetching the exact, in-force wording of cited artic…
63914
Palapangpond
MCP server for assisting in SAP ABAP CDS Views development on Eclipse ADT. Prov…
63915
YaangHailong
Provides a read-only interface to local MySQL databases via MCP, enabling listi…
N/A N/A
63916
hieuh0
MCP server that lets Claude Code consult ChatGPT for a second opinion mid-task,…
63917
Allentgt
An MCP server that gives LLM agents full access to Amazon DynamoDB, supporting …
63918
doomsun-dev
Solarium Claim
A knowledge base MCP server backed by Qdrant vector database with local embeddi…
N/A N/A
63919
1Kraks
Exposes TensorBoard experiment data through a standardized MCP API, enabling AI…
N/A N/A
63920
sstepanovvl
A Model Context Protocol server for Home Depot Canada that exposes product sear…
63921
mlops-kelvin
Streams GitHub webhook events (push, PR, issues, CI) into Claude Code session i…
N/A N/A
63922
seovimalraj
Enables WordPress content extraction, keyword research using Google autocomplet…
81
63923
smarot6
Enables AI-powered video creation by letting the model write React/Remotion cod…
63924
kamolc4
Enables MCP-compatible clients to inspect Argo CD applications, check sync and …
63925
drewbloom
Enables users to search and fetch NetDocuments files through OAuth authenticati…
81
63926
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
63927
weetime
Enables interacting with Prometheus through MCP for querying metrics, series, a…
63928
pipeworx-io
mcp-csv Claim
Converts CSV to JSON and JSON to CSV offline, supporting RFC 4180 with header d…
63929
daismond
Integrates with Google Tasks to allow listing, reading, searching, creating, up…
N/A N/A
63930
prakashsanker
Enables complex travel planning by integrating flight and hotel search via Book…
63931
YuryKabernik
MCP server providing interactive prompts for designing and reviewing microfront…
63932
sk04062025
Integrates with Service Desk Plus Cloud API to enable AI assistants to manage I…
63933
JuyoungKimmy-Kim
Enables querying and searching the MCP Hub database to discover MCP servers, vi…
81
63934
vivier
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
63935
retospect
MCP server for fetching YouTube video transcripts without an API key.
63936
abrose1
Provides AI agents with structured access to the U.S. EIA Open Data API for ene…
63937
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
N/A N/A
63938
codespar
mcp-circle Claim 1
MCP server for Circle — USDC payments, wallets, payouts, transfers
N/A N/A 83
63939
EaseHee
rhino-mcp Claim
Enables Claude to drive Rhino 8 and Grasshopper for geometry creation, manipula…
63940
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
63941
hakatashi
Enables querying Slack message history via slack-patron API, allowing Claude to…
63942
srod0010
sampling-mcp Claim
A minimal FastMCP server demonstrating the sampling mechanism, where the server…
N/A N/A
63943
stayce
Enables lookup, search, browsing, and explanation of WHO's International Classi…
63944
harrisboatworks
Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer…
63945
misaelvillaverde
Enables an LLM to care for a virtual pet with actions like feeding, playing, an…
N/A N/A
63946
pipeworx-io
mcp-solscan Claim
Enables querying Solana transaction details via the Solscan Pro v2 API.
63947
OumyL
MCP Trader Claim
Enables advanced technical and fundamental analysis of financial markets includ…
81
63948
GlobalFishingWatch
Access Global Fishing Watch data from any MCP-compatible AI assistant or termin…
63949
mennansevim
Enables automated AI-powered code review for pull requests across GitHub, GitLa…
63950
Ceki-me
Ceki Claim
Hire specialists by the hour — search, schedule, and pay via MCP protocol.
Showing 63901–63950 of 66447 servers