MCP Server Marketplace
All MCP servers
24 servers on this page
Dubstrata
io.github.MuzikayiseKhuzwayo
Dubstrata is a local MCP server that connects an assistant to the Dubstrata causal financial and narrative CDN for Graph RAG and deep research reports.
Octofs
io.github.Muvon
A local filesystem MCP server that lets an assistant read, search, create, edit, and batch-modify files, run shell commands, and manage a working directory…
Octocode
io.github.Muvon
Octocode indexes a local codebase into a searchable knowledge graph, letting an AI assistant find code by meaning, inspect structure, and trace dependencies.
Octobrain
io.github.Muvon
Octobrain gives an assistant persistent, searchable memory and a local knowledge base that survive across conversations.
SIMA MCP Server
io.github.Mustafashehab
Read-only MCP server that lets an assistant look up SIMA's Solana AI agent protection information.
Socialfanout Mcp
io.github.Muse-Nexus
Lets an AI assistant publish content to multiple social networks through the Social Fanout API using a single tool.
Sentinal Mcp
io.github.Musaraf-M
Lets an assistant check Redis health, memory, slow queries, and BullMQ queue status through natural conversation.
Mhlabs Mcp Tools
io.github.MusaddiqueHussainLabs
A local MCP server that gives an assistant text preprocessing, NLP tagging, and document analysis tools.
Ohm Mcp
io.github.Murugarajr
An AST-based Python refactoring assistant that analyzes code quality, architecture, types, and performance, and can apply refactorings with backup and rollback.
QA Radar
io.github.MuratKus
Analyzes a repository's git churn, coverage reports, and test mapping to rank which files an AI coding agent should test first.
Aurora Agent
io.github.MurariAmbati
A local FIBER decision-context compiler that compiles typed queries into minimal evidence regions with omission certificates, plus a large biomedical research…
Toml Yaml Json Mcp
io.github.MukundaKatta
Lets an assistant parse, format, and convert configuration files between TOML, YAML, and JSON using real parsers.
Timezone Mcp
io.github.MukundaKatta
Lets an assistant convert UTC instants to local times, get the current time, and look up DST-aware UTC offsets for IANA timezones.
Streamparse
io.github.MukundaKatta
Lets an assistant recover usable values from partial, truncated, or messy JSON, including JSON embedded in prose or code fences.
Sqlfmt Mcp
io.github.MukundaKatta
Lets an assistant format SQL deterministically across 19 dialects, returning canonical text and a line count.
Shellquote Mcp
io.github.MukundaKatta
Lets an assistant safely escape shell arguments for bash, cmd.exe, and PowerShell before running commands.
Regex Test Mcp
io.github.MukundaKatta
Lets an assistant test JavaScript regular expressions for real, returning exact match offsets, groups, and replace results.
Ragmetric Mcp
io.github.MukundaKatta
Lets an assistant compute retrieval metrics such as Recall@k, Hit@k, MRR and NDCG@k for RAG evaluation.
Ragdrift Mcp
io.github.MukundaKatta
Lets an assistant interpret RAG drift scores, suggest detection thresholds, and explain drift dimensions in plain English.
Promptbudget Mcp
io.github.MukundaKatta
Lets an assistant count, truncate, and chunk text to fit LLM token budgets before sending prompts.
Json5 Mcp
io.github.MukundaKatta
Lets an assistant parse JSON5 with comments, trailing commas and unquoted keys, and convert it to strict JSON.
Jmespath Mcp
io.github.MukundaKatta
Lets an assistant run JMESPath expressions against JSON data to filter, project, and reshape it reliably.
Html To Markdown Mcp
io.github.MukundaKatta
Converts raw HTML into clean Markdown or plain text so an assistant can read scraped pages consistently.
Diff Mcp
io.github.MukundaKatta
Lets an assistant generate character-precise unified diffs, apply patches, and parse patch files for code-review and code-edit workflows.