MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39151
kuklaph
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
39152
ArthurSrz
Enables graph-powered semantic search over the Grand Débat National dataset, pr…
39153
studio2c
# Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …
81
39154
OJamals
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
81
39155
strvmarv
total-recall Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
39156
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
39157
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
N/A N/A 95
39158
fastmcp-me
mcp-acp Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
39159
EnviralDesign
mcp-tts Claim
Adds text-to-speech capabilities to Cursor IDE, allowing your AI assistant to s…
N/A N/A
39160 N/A N/A 95
39161
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
81
39162
oangelo
MCP server for managing Homebox inventory via AI assistants, enabling item mana…
39163
xiaobenyang-com
text-toolkit Claim
Transform and format text quickly to keep content clean, consistent, and readab…
N/A N/A 95
39164
paoloamato2
Enables management of Keycloak identity and access management through the Keycl…
39165
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
81
39166 N/A N/A 95
39167
Sequentum
mcp Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
39168
Aarul5
jira-pilot Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
N/A N/A
39169
umutckem
Enables students to securely access and manage their academic data from Isparta…
39170
groupdocs-comparison
MCP server for GroupDocs.Comparison — compare documents and inspect source info…
N/A N/A
39171
mfalcirolli1
mcp-server Claim
Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to us…
N/A N/A
39172
vincentdchn
MCP Server Claim
A testing environment for Model Context Protocol that enables exploration of MC…
N/A N/A
39173
ardev-lab
Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/…
N/A N/A
39174
Saga-Labs
dora-mcp Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
39175
PierrunoYT
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
81
39176
Polsia-Inc
twitter-read Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
39177
esurovtsev
finance-mcp Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
39178
Search Buenos Aires Province court rulings: summaries, full text, legal topics
N/A N/A 81
39179
EveryInc
Provides secure file access and clipboard history management for Claude AI and …
N/A N/A
39180
ppronobis
A local MCP server for analyzing DATEV bookkeeping data in natural language. It…
N/A N/A
39181
ergut
The first remote MCP server that enables Claude AI to extract transcripts from …
39182
mssql-reader Claim 1
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
N/A N/A 81
39183
someaka
wayland-mcp Claim
Provides screenshot, analysis, mouse and keyboard control tools for modern Linu…
N/A N/A
39184 N/A N/A 95
39185
ifindv
ssh-mcp Claim
Enables LLMs to interact with remote servers via SSH, supporting command execut…
39186
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
39187
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
39188
Uncommontayo
A high-performance MCP server that enables AI assistants to interact with Gmail…
N/A N/A
39189
aaddrick
Exposes VSCode's Language Server Protocol features through MCP, enabling AI ass…
N/A N/A 95
39190
fireberry-crm
Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
39191
199-biotechnologies
Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
N/A N/A 95
39192
mediatriforce-create
mcp-zap Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
N/A N/A
39193
theishangoswami
Enables AI assistants like Claude to perform web searches using the Exa AI Sear…
39194
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
N/A N/A 81
39195
trsdn
Enables AI assistants to search, filter, and analyze Microsoft events (conferen…
39196
chrischall
Splitwise expense and group management for Claude — shared expenses, settle up,…
N/A N/A
39197
hesoyamlp1
Enables AI assistants to generate images using NovelAI, supporting text-to-imag…
39198
Pulse-Intelligence
Enables Claude Code to browse, create, edit, and publish Pulse workflows by exp…
39199
OJamals
An MCP server that provides web search and semantic reranking capabilities usin…
81
39200
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
Showing 39151–39200 of 43365 servers
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