MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55951
BasilSkyWalk
parecode Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
N/A N/A
55952
QVerisAI
mcp Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
N/A N/A
55953
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
55954
aequitas-labs
matcha money Claim
Develop your ritual for financial wellness. Connect your accounts, automate yo…
81
55955
asgard-ai-platform
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
55956
xue20010808
tlocal Claim
N/A N/A 95
55957
linkguard-mcp Claim 1
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
N/A N/A 69
55958
Runware
mcp Claim
Access the full Runware API as MCP tools: image, video, audio, 3D, and text.
N/A N/A
55959
priyanshuchawda
A read-only MCP server for AI coding agents to inspect repositories, audit code…
55960
thadeu
trello-mcp Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
55961
moltstudios
Lumnix Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
55962
manueltarouca
MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
55963
jeffereychown-Max
mcp-archive Claim
Provides tools to archive URLs, retrieve clean readable text from Wayback Machi…
55964
plcarmona
mcp-roam Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
N/A N/A
55965
nextrole-git
Enables ticket management and AI triage through Mistral-compatible models, with…
55966
coreyepstein
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
55967
pcmarts
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
N/A N/A
55968
TGich
MCP server for Dameng database, providing tools to test connection, list tables…
55969
rezapars
Enables querying client onboarding status and basic client info (name, family) …
55970
waifuai
Enables chatting with an AI waifu character through MCP tools, with user manage…
55971
Acceleronix
Provides seamless access to 32 Acceleronix PaaS OpenAPIs for device management,…
55972
Meshcue
An open-source MCP server that turns natural language hardware descriptions int…
55973
SovranAMR
Enables users to select thinking depth (easy, medium, more, max) for AI respons…
N/A N/A
55974
ctera
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
55975
thierryc
Glyphs MCP Claim
A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
N/A N/A
55976
Credda Trust Claim 1
Check a counterparty's verifiable Credda trust record; verify or present signed…
N/A N/A 69
55977
flor3z-github
Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, …
55978
cognis-digital
leadforge Claim
Enables lightweight CRM pipeline management with email sequences, project scann…
55979
Arun-kc
SchemaBrain Claim
The trust and intelligence layer between AI agents and your database.
N/A N/A
55980
sharmax-vikas
MCP_testing Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
55981
giopawgofr
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
55982
es617
cc-tap Claim
An MCP server that bridges Claude Desktop and Claude Code by letting Desktop re…
N/A N/A
55983
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
55984
overtimepog
Canvas MCP Claim
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, fi…
N/A N/A
55985
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
55986
mohllal
Provides semantic search over markdown documentation using RAG, allowing natura…
N/A N/A
55987
itsnocny
lovense-mcp Claim
This MCP server enables remote control of Lovense toys via the Lovense Cloud AP…
55988
koutaxd2-dev
Alegra MCP Claim
Enables querying and managing Alegra inventory and products through natural lan…
55989
winccoa-tools-pack
A Model Context Protocol server that exposes WinCC OA datapoint operations as L…
N/A N/A
55990
biggerball
Enables AI assistants to look up Java class definitions and list dependencies f…
N/A N/A
55991
slantis
Full-coverage, read-only MCP server for the Teamtailor recruitment API. Exposes…
55992 N/A N/A 95
55993
SoftEgLi
xhs-mcp Claim
A MCP server for Xiaohongshu that enables account login, copywriting generation…
N/A N/A
55994
johnisanerd
Enables AI agents to fetch Google autocomplete suggestions for partial queries,…
55995
Liberation-Labs-THCoalition
A unified MCP server providing programmatic access to three major academic rese…
55996
yeneryigitcelik-debug
dolores Claim
dolores is an MCP server that gives AI agents persistent memory using Postgres …
N/A N/A
55997
cubismod
Enables AI clients to access Boston's MBTA public transit data, including real-…
55998
Milor123
A minimalist MCP server that fetches transcripts from YouTube videos using the …
55999
Kymylyy
Enables querying the Polish KNF e-RUP payment institution registry, including e…
N/A N/A
56000
ShopFarnow
VerditNxtGen Claim
A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities be…
Showing 55951–56000 of 66495 servers