MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44951
KnockOutEZ
wigolo Claim
Provides local-first web intelligence over MCP with tools for search, fetch, cr…
N/A N/A 95
44952
HaD0Yun
GoPeak Claim
Enables AI assistants to edit, run, inspect, and fix Godot 4 projects through a…
N/A N/A
44953
farukkolip
TikTok creator toolkit MCP — download videos without watermark, get curated 15-…
N/A N/A
44954
shad0wN1nja42
bhe_mcp Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
N/A N/A
44955
shambhavishanbhag1910
A secure, local communication runtime bridge that interfaces a cloud-based Larg…
N/A N/A
44956
imranshareefshaik
my-first-mcp Claim
A local MCP server that connects Claude Desktop to execute custom local code, s…
N/A N/A
44957
alifazelidehkordi
doc-splitter Claim
Conceptual document splitter that parses PDF/DOCX into study-sized chunks with …
N/A N/A
44958
pipeworx-io
Enables searching and retrieving documents, activities, and plenary protocols f…
44959
ethanfel
Enables an external coding agent to exchange text and images with ComfyUI workf…
44960
YanQiu0207
wxpush-mcp Claim
Wraps WeChat push capability as MCP tools, allowing users to send WeChat templa…
44961
Brinkv3
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
N/A N/A
44962
owine
Exposes the UniFi Network Integration API as tools for managing sites, devices,…
N/A N/A
44963
pipeworx-io
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
44964
forgemeshlabs
Cryptographic receipts for AI outputs — signed, chain-anchored, $0.001/call
44965
csmoove530
CLAWD Wallet Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
N/A N/A
44966
xuancanhit99
mcp-keycloak Claim
A Model Context Protocol (MCP) server that provides a natural language interfac…
N/A N/A
44967
migoVanDingo
Enables container orchestration on the local Docker daemon, allowing management…
N/A N/A
44968
khill1269
ServalSheets Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
N/A N/A
44969
tylergibbs1
canvas-mcp Claim
Enables AI agents to interact with Canvas LMS via its REST API for reading cour…
44970
rededis
MCP server for Microsoft Dataverse API with safe-by-default configuration. Work…
44971
reacerland
Enables LLM agents to browse and interact with web pages using a stealth Chromi…
N/A N/A
44972
mso-docs
An AI-powered documentation navigator that enables intelligent search, summariz…
N/A N/A
44973
IQAIcom
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
N/A N/A
44974
agentic-research
mache Claim
IDE-style navigation for structured data — code, JSON, YAML. Jump to definition…
N/A N/A
44975
ssolis-ti
Enables AI agents to query, filter, and audit Chilean government procurement pr…
N/A N/A
44976
raya2912
Generates structured newsletters with 8 sections using AI and provides NLP anal…
N/A N/A
44977
biocontext-ai
Enables searching and retrieving detailed information about cell lines from the…
44978
C3emm
Analyzes LinkedIn profiles for specific companies and roles to extract career p…
N/A N/A
44979
mitsuru
Enables Claude Code to generate and preview rich user interfaces via the A2UI p…
N/A N/A
44980
SnowLuma
frida-mcp Claim
Enables dynamic instrumentation of processes by attaching Frida, loading JavaSc…
N/A N/A
44981
carbonstop-hub
MCP server enabling AI assistants to automatically perform carbon footprint mod…
44982
winterjung
Provides Korean spell checking and grammar correction via a single tool. It int…
44983
sapientsai
MCP server providing access to U.S. FDA public datasets including drugs, medica…
44984
guptaprakhariitr
Indian HSN/GST code lookup by description (4,676 entries)
44985
kratos4ai
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
44986
Aldrin-56
A pure-AI cognitive extension that forces standard 3-Layer Validation to preven…
44987
zhy1369800
Enables remote command execution, scripting, file operations, and persistent tm…
44988
TedyHub
deeptap-mcp Claim
MCP server to configure and verify iOS Universal Links and Android App Links vi…
44989
skot
mcp-ssh-tool Claim
A Model Context Protocol (MCP) SSH client server that provides autonomous SSH o…
N/A N/A
44990
rayner-luo
A Node.js MCP server that enables image understanding by calling the MIMO multi…
44991
Dissimilis
DirForge Claim
Read-only directory listing web app with a built-in MCP server: directory brows…
N/A N/A
44992
ssasuoirafen
MCP server for Remnawave panel API. Manage VPN users, nodes, hosts, and system …
N/A N/A
44993
guangxiangdebizi
Facilitates retrieval and parsing of Chinese central government policies from g…
44994
NvmToxic
Extends large language model context length up to 60 times using gravitational …
N/A N/A
44995
noufelouan
test Claim
N/A N/A 95
44996
rzippert
libvirt-mcp Claim
Enables management of KVM/QEMU virtual machines on remote libvirt hosts via SSH…
N/A N/A
44997
mirror29
Enables quant research, strategy generation, backtesting, and paper trading fro…
44998
hayian78
A security proxy for Neon's MCP server that allows AI agents to create and mana…
N/A N/A
44999
duyngo91
Enables analysis of Karate framework feature files, extracting dependencies and…
N/A N/A
45000
Lex6won
MCP server that enables AI coding tools to scan projects for security vulnerabi…
N/A N/A
Showing 44951–45000 of 67197 servers
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