MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49151
stubbedev
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
N/A N/A
49152
Utundry
SloplessCode Claim
Provides operational continuity for AI coding agents, preserving task state, de…
N/A N/A
49153
yorickchan
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
N/A N/A
49154
felippeyann
agentfi Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
49155
Sl-m
Slack Claim
Manage workspace communications by sending messages, replying to threads, and s…
81
49156
osamah96
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
81
49157
matteoantoci
Enables creating, reading, and modifying Google Slides presentations programmat…
49158
dp-pcs
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
N/A N/A
49159
stellarpunk
Control telescopes, cameras, and focusers with AI through natural language, usi…
49160
olaservo
Enables AI-assisted code review with bias mitigation strategies through cross-m…
81
49161
tachibanayu24
This MCP server enables Claude to access and log Fitbit health data, including …
49162
AyushSaha184
Eval_MCP Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
49163
cryptoyoginya
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
N/A N/A
49164
pypi-ahmad
Provides read-only SQL analytics on local CSV, Parquet, and JSON datasets using…
49165
mainorcruz
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
N/A N/A
49166
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
49167
Rikka-Botan
Provides fast static embedding, similarity, and search capabilities via MCP too…
N/A N/A
49168
dsd
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
81
49169
promptexecution
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
N/A N/A 95
49170
wati-io
Manages WhatsApp conversations, contacts, templates, campaigns, and channels th…
49171
JiayuuWang
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
49172
BrennerSpear
A CLI wrapper that monitors and captures output from any running command and ex…
N/A N/A
49173
vibefix-tech
vibefix Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
N/A N/A 83
49174
cyanheads
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
N/A N/A
49175
leonardsellem
Hypermnesic Claim
Git-native long-term memory for AI agents: your markdown files are the source o…
49176
AboJad2026
Enables AI assistants to interact with Unity Editor through the Model Context P…
N/A N/A 95
49177
hasna
todos Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
N/A N/A
49178
mybytecode
fetch Claim
N/A N/A 95
49179
microbiomedata
nmdc-mcp Claim
A fastmcp-based tool for writing prompts against data in the NMDC database.
49180
styles102
node-mcp Claim
An MCP server that offers arithmetic operations (addition and division) and cur…
49181
DarkD
darkd-skills Claim
Four specialized AI agent skills: Integral Hermeneutics (8-lens text interpreta…
49182
ponderedw
Airflow MCP Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
49183 N/A N/A 95
49184
MindMadeLab
x-mcp-server Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
N/A N/A
49185
dsers
Official DSers MCP for dropshipping: import, edit, price, and publish products …
49186
JuliaTechnologies
One MCP server for the SaaS back office. Stripe, HubSpot, and Google Sheets exp…
N/A N/A
49187
melihteke
Enables subnet calculations from CIDR notation, providing network address, broa…
49188
loicfontaine-max
qorami-sdk Claim
Check an email before an AI agent sends it: returns send / ask-a-human / block,…
49189
famtong8-dev
Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definit…
N/A N/A
49190
KuldeepJha5176
Enables natural language interaction with Notion workspace, including search, p…
49191
LawGraphLM
AusLaw MCP Claim
Enables users to search and retrieve Australian legislation and case law with f…
N/A N/A 95
49192
g-digital-by-Garrigues
ead-factory Claim
EAD Factory MCP — Digital Trust services APIs for your agents
N/A N/A
49193
Divagnz
An MCP server for React Native development with Expo, offering automated code r…
N/A N/A
49194
Nodeblue-AI
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
N/A N/A
49195
joaopedro17
qa-mcp Claim 1
An MCP server that enables Claude to create and manage TestRail test cases dire…
81
49196
saurprince
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
49197
Patdolitse
Engram Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
N/A N/A
49198
ujjwalredd
Read-only MCP server for querying H-1B sponsoring employers from the USCIS data…
N/A N/A
49199
aelbuni
aigently Claim
Securely feeds summarized expert security rules into your coding assistance Cla…
N/A N/A
49200
Y-Sky-bro
nexus-memory Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
N/A N/A
Showing 49151–49200 of 50103 servers
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